Mário A. T. Figueiredo

323 papers A* 12A 6B 33C 15Misc 19Journal 147Unranked 84

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Stein Identity for q-Gaussians with Bounded Support. CoRR Sophia Sklaviadis, Thomas Möllenhoff, André F. T. Martins, Mário A. T. Figueiredo, Mohammad Emtiyaz Khan
2026	J	`jnl`	LPI MIMO Noise Radar Waveform Design: A Near Real-Time Algorithm. IEEE Trans. Aerosp. Electron. Syst. Afonso L. Sénica, Paulo A. C. Marques, Mário A. T. Figueiredo
2026	J	`jnl`	Uncertainty-Aware Systems for Human-AI Collaboration. Trans. Mach. Learn. Res. Vasco Pearson, Jean V. Alves, Jacopo Bono, Mário A. T. Figueiredo, Pedro Bizarro
2025	J	`jnl`	A Teacher-Student Perspective on the Dynamics of Learning Near the Optimal Point. CoRR Carlos Couto, José Mourão, Mário A. T. Figueiredo, Pedro Ribeiro
2025	J	`jnl`	Fenchel-Young Variational Learning. CoRR Sophia Sklaviadis, Sweta Agrawal, António Farinhas, André F. T. Martins, Mário A. T. Figueiredo
2025	—	`conf`	High Probability Risk Control Under Covariate Shift. COPA Duarte C. Almeida, João Bravo, Jacopo Bono, Pedro Bizarro, Mário A. T. Figueiredo
2025	J	`jnl`	LxCIM: a new rank-based binary classifier performance metric invariant to local exchange of classes. CoRR Tiago Brogueira, Mário A. T. Figueiredo
2025	J	`jnl`	ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2025	A	`conf`	Sparse Activations as Conformal Predictors. AISTATS Margarida M. Campos, João Cálem, Sophia Sklaviadis, Mário A. T. Figueiredo, André F. T. Martins
2025	J	`jnl`	Sparse Activations as Conformal Predictors. CoRR Margarida M. Campos, João Cálem, Sophia Sklaviadis, Mário A. T. Figueiredo, André F. T. Martins
2025	J	`jnl`	Statistical Signal Processing for Quantum Error Mitigation. CoRR Kausthubh Chandramouli, Kelly Mae Allen, Christopher Mori, Dror Baron, Mário A. T. Figueiredo
2025	—	`conf`	Time-Frequency Trade-Offs in Synchrosqueezing Transform-Based Waveform Recognition. SPAWC Diogo Costa, Mário A. T. Figueiredo, Visa Koivunen
2025	C	`conf`	Union and Intersection K-Fold Feature Selection. ICPRAM Artur J. Ferreira, Mário A. T. Figueiredo
2024	J	`jnl`	A Measure of Synergy Based on Union Information. Entropy André F. C. Gomes, Mário A. T. Figueiredo
2024	J	`jnl`	A Measure of Synergy based on Union Information. CoRR André F. C. Gomes, Mário A. T. Figueiredo
2024	C	`conf`	A Mutual Information Based Discretization-Selection Technique. ICPRAM Artur J. Ferreira, Mário A. T. Figueiredo
2024	J	`jnl`	ATLAS: Latest Advancements and First Observations. Remote. Sens. João Pandeirada, Miguel Bergano, Paulo A. C. Marques, Bruno Coelho, Domingos Barbosa, Mário A. T. Figueiredo
2024	—	`conf`	Blind Deblurring of THz Time-Domain Images Based on Low-Rank Representation. VISIGRAPP (3): VISAPP Marina Ljubenovic, Mário A. T. Figueiredo, Arianna Traviglia
2024	J	`jnl`	Conformal Prediction for Natural Language Processing: A Survey. CoRR Margarida M. Campos, António Farinhas, Chrysoula Zerva, Mário A. T. Figueiredo, André F. T. Martins
2024	J	`jnl`	Conformal Prediction for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics Margarida M. Campos, António Farinhas, Chrysoula Zerva, Mário A. T. Figueiredo, André F. T. Martins
2024	J	`jnl`	Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. CoRR Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2024	J	`jnl`	Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. Trans. Mach. Learn. Res. Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2024	J	`jnl`	Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative Models. CoRR Pedro Morão, João Santinha, Yasna Forghani, Nuno Loução, Pedro Gouveia, Mário A. T. Figueiredo
2024	—	`conf`	DiConStruct: Causal Concept-based Explanations through Black-Box Distillation. CLeaR Ricardo Miguel de Oliveira Moreira, Jacopo Bono, Mário Cardoso, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2024	J	`jnl`	DiConStruct: Causal Concept-based Explanations through Black-Box Distillation. CoRR Ricardo Miguel de Oliveira Moreira, Jacopo Bono, Mário Cardoso, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2024	J	`jnl`	Explainable Machine Learning for Malware Detection on Android Applications. Inf. Catarina Palma, Artur J. Ferreira, Mário A. T. Figueiredo
2024	J	`jnl`	Imputation of data Missing Not at Random: Artificial generation and benchmark analysis. Expert Syst. Appl. Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues, Mário A. T. Figueiredo
2023	—	`conf`	Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation. ICCS (1) Ricardo Cardoso Pereira, Pedro Pereira Rodrigues, Mário A. T. Figueiredo, Pedro Henriques Abreu
2023	C	`conf`	Causal Discovery from Observation Data: Some Recent Advances. ICPRAM Mário A. T. Figueiredo
2023	J	`jnl`	DeepThought: An Architecture for Autonomous Self-motivated Systems. CoRR Arlindo L. Oliveira, Tiago Domingos, Mário A. T. Figueiredo, Pedro U. Lima
2023	—	`conf`	Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model. CLeaR Mário A. T. Figueiredo, Catarina A. Oliveira
2023	J	`jnl`	Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model. CoRR Mário A. T. Figueiredo, Catarina A. Oliveira
2023	J	`jnl`	Distributed Banach-Picard Iteration for Locally Contractive Maps. IEEE Trans. Autom. Control. Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
2023	J	`jnl`	Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA. IEEE Trans. Signal Process. Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
2023	J	`jnl`	Fairness-Aware Data Valuation for Supervised Learning. CoRR José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2023	J	`jnl`	FiFAR: A Fraud Detection Dataset for Learning to Defer. CoRR Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2023	C	`conf`	Leveraging Explainability with K-Fold Feature Selection. ICPRAM Artur J. Ferreira, Mário A. T. Figueiredo
2023	J	`jnl`	Orders between Channels and Implications for Partial Information Decomposition. Entropy André F. C. Gomes, Mário A. T. Figueiredo
2023	J	`jnl`	Orders between channels and some implications for partial information decomposition. CoRR André F. C. Gomes, Mário A. T. Figueiredo
2023	C	`conf`	Union k-Fold Feature Selection on Microarray Data. DATA Artur J. Ferreira, Mário A. T. Figueiredo
2022	C	`conf`	A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques. ICPRAM Adara S. R. Nogueira, Artur J. Ferreira, Mário A. T. Figueiredo
2022	J	`jnl`	Control with adaptive Q-learning: A comparison for two classical control problems. Eng. Appl. Artif. Intell. João Pedro Araújo, Mário A. T. Figueiredo, Miguel Ayala Botto
2022	—	`conf`	Differentiable Causal Discovery Under Latent Interventions. CLeaR Gonçalo Rui Alves Faria, André F. T. Martins, Mário A. T. Figueiredo
2022	J	`jnl`	Differentiable Causal Discovery Under Latent Interventions. CoRR Gonçalo Rui Alves Faria, André F. T. Martins, Mário A. T. Figueiredo
2022	J	`jnl`	Human-AI Collaboration in Decision-Making: Beyond Learning to Defer. CoRR Diogo Leitão, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2022	—	`conf`	Improving Generalizability to Out-of-Distribution Data in Radiogenomic Models to Predict IDH Mutation Status in Glioma Patients. MeMeA João Santinha, Celso Matos, Nickolas Papanikolaou, Mário A. T. Figueiredo
2022	J	`jnl`	Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction. CoRR José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2022	J	`jnl`	ProBoost: a Boosting Method for Probabilistic Classifiers. CoRR Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2022	J	`jnl`	Sparse Continuous Distributions and Fenchel-Young Losses. J. Mach. Learn. Res. André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
2022	J	`jnl`	Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions. CoRR José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2021	C	`conf`	An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing. IGARSS Antonio Plaza, Jun Li, Mário A. T. Figueiredo
2021	J	`jnl`	Block-Gaussian-Mixture Priors for Hyperspectral Denoising and Inpainting. IEEE Trans. Geosci. Remote. Sens. Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2021	J	`jnl`	Distributed Picard Iteration. CoRR Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
2021	J	`jnl`	Distributed Picard Iteration: Application to Distributed EM and Distributed PCA. CoRR Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
2021	C	`conf`	On the Improvement of Feature Selection Techniques: The Fitness Filter. ICPRAM Artur J. Ferreira, Mário A. T. Figueiredo
2021	J	`jnl`	Sparse Continuous Distributions and Fenchel-Young Losses. CoRR André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
2021	A*	`conf`	TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. KDD João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
2020	J	`jnl`	A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints. CoRR Marek Smieja, Lukasz Struski, Mário A. T. Figueiredo
2020	J	`jnl`	A classification-based approach to semi-supervised clustering with pairwise constraints. Neural Networks Marek Smieja, Lukasz Struski, Mário A. T. Figueiredo
2020	J	`jnl`	A multicenter study on radiomic features from T CoRR Linda Bianchini, João Santinha, Nuno Loução, Mário A. T. Figueiredo, Francesca Botta, Daniela Origgi, Marta Cremonesi, Enrico Cassano, Nikolaos Papanikolaou, Alessandro Lascialfari
2020	J	`jnl`	Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling. IEEE Access Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
2020	J	`jnl`	Control with adaptive Q-learning. CoRR João Pedro Araújo, Mário A. T. Figueiredo, Miguel Ayala Botto
2020	—	`conf`	End-to-End Learning of Video Compression using Spatio-Temporal Autoencoders. SiPS Jorge Pessoa, Helena Aidos, Pedro Tomás, Mário A. T. Figueiredo
2020	B	`conf`	Equilibrium Propagation for Complete Directed Neural Networks. ESANN Matilde Tristany, Sérgio Pequito, Pedro A. Santos, Mário A. T. Figueiredo
2020	J	`jnl`	Equilibrium Propagation for Complete Directed Neural Networks. CoRR Matilde Tristany, Sérgio Pequito, Pedro A. Santos, Mário A. T. Figueiredo
2020	—	`conf`	Iterative Imputation of Missing Data Using Auto-Encoder Dynamics. ICONIP (3) Marek Smieja, Maciej Kolomycki, Lukasz Struski, Mateusz Juda, Mário A. T. Figueiredo
2020	J	`jnl`	Single-partition adaptive Q-learning. CoRR João Pedro Araújo, Mário A. T. Figueiredo, Miguel Ayala Botto
2020	A*	`conf`	Sparse and Continuous Attention Mechanisms. NeurIPS André F. T. Martins, António Farinhas, Marcos V. Treviso, Vlad Niculae, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2020	J	`jnl`	Sparse and Continuous Attention Mechanisms. CoRR André F. T. Martins, Marcos V. Treviso, António Farinhas, Vlad Niculae, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
2020	J	`jnl`	TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. CoRR João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
2020	B	`conf`	Ultrasound And Magnetic Resonance Image Fusion Using A Patch-Wise Polynomial Model. ICIP Oumaima El Mansouri, Adrian Basarab, Mário A. T. Figueiredo, Denis Kouamé, Jean-Yves Tourneret
2020	B	`conf`	Variational MIxture of Normalizing Flows. ESANN Guilherme G. P. Freitas Pires, Mário A. T. Figueiredo
2020	J	`jnl`	Variational Mixture of Normalizing Flows. CoRR Guilherme G. P. Freitas Pires, Mário A. T. Figueiredo
2019	J	`jnl`	A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising. IEEE Trans. Image Process. Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2019	C	`conf`	Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs. BIBE João B. S. Carvalho, José-Maria Moreira, Mário A. T. Figueiredo, Nikolaos Papanikolaou
2019	J	`jnl`	External Patch-Based Image Restoration Using Importance Sampling. IEEE Trans. Image Process. Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2019	J	`jnl`	Image Restoration and Reconstruction using Targeted Plug-and-Play Priors. IEEE Trans. Computational Imaging Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2019	B	`conf`	Multiple Motion Fields for Multiple Types of Agents. ICIP Catarina Barata, Mário A. T. Figueiredo, Jorge S. Marques
2019	J	`jnl`	Plug-and-play approach to class-adapted blind image deblurring. Int. J. Document Anal. Recognit. Marina Ljubenovic, Mário A. T. Figueiredo
2019	J	`jnl`	Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Chia-Hsiang Lin, Mário A. T. Figueiredo, José M. Bioucas-Dias
2019	J	`jnl`	SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising. IEEE Access Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
2018	J	`jnl`	Clustering via binary embedding. Pattern Recognit. Manuele Bicego, Mário A. T. Figueiredo
2018	J	`jnl`	Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation. CoRR Miguel Monteiro, Mário A. T. Figueiredo, Arlindo L. Oliveira
2018	J	`jnl`	External Patch-Based Image Restoration Using Importance Sampling. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2018	J	`jnl`	Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2018	J	`jnl`	Impulsive Noise Robust Sparse Recovery via Continuous Mixed Norm. CoRR Amirhossein Javaheri, Hadi Zayyani, Mário A. T. Figueiredo, Farrokh Marvasti
2018	—	`conf`	Learning to Share: simultaneous parameter tying and Sparsification in Deep Learning. ICLR (Poster) Dejiao Zhang, Haozhu Wang, Mário A. T. Figueiredo, Laura Balzano
2018	J	`jnl`	Poisson Image Denoising Using Best Linear Prediction: A Post-processing Framework. CoRR Milad Niknejad, Mário A. T. Figueiredo
2018	—	`conf`	Poisson Image Denoising Using Best Linear Prediction: a Post-Processing Framework. EUSIPCO Milad Niknejad, Mário A. T. Figueiredo
2018	J	`jnl`	Robust Sparse Recovery in Impulsive Noise via Continuous Mixed Norm. IEEE Signal Process. Lett. Amirhossein Javaheri, Hadi Zayyani, Mário A. T. Figueiredo, Farrokh Marvasti
2018	J	`jnl`	Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2018	—	`conf`	Simultaneous Sparsity and Parameter Tying for Deep Learning Using Ordered Weighted ℓ1 Regularization. SSP Dejiao Zhang, Julian Katz-Samuels, Mário A. T. Figueiredo, Laura Balzano
2017	J	`jnl`	A biclustering approach based on factor graphs and the max-sum algorithm. Pattern Recognit. Matteo Denitto, Alessandro Farinelli, Mário A. T. Figueiredo, Manuele Bicego
2017	A	`conf`	Adaptive ADMM with Spectral Penalty Parameter Selection. AISTATS Zheng Xu, Mário A. T. Figueiredo, Tom Goldstein
2017	A*	`conf`	Adaptive Consensus ADMM for Distributed Optimization. ICML Zheng Xu, Gavin Taylor, Hao Li, Mário A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein
2017	J	`jnl`	Adaptive Consensus ADMM for Distributed Optimization. CoRR Zheng Xu, Gavin Taylor, Hao Li, Mário A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein
2017	A*	`conf`	Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CVPR Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein
2017	J	`jnl`	Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CoRR Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein
2017	B	`conf`	Blind image deblurring using class-adapted image priors. ICIP Marina Ljubenovic, Mário A. T. Figueiredo
2017	J	`jnl`	Blind image deblurring using class-adapted image priors. CoRR Marina Ljubenovic, Mário A. T. Figueiredo
2017	A	`conf`	Class-Adapted Blind Deblurring of Document Images. ICDAR Marina Ljubenovic, Lina Zhuang, Mário A. T. Figueiredo
2017	J	`jnl`	Class-specific Poisson denoising by patch-based importance sampling. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	B	`conf`	Class-specific image denoising using importance sampling. ICIP Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	J	`jnl`	Class-specific image denoising using importance sampling. CoRR Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	B	`conf`	Class-specific poisson denoising by patch-based importance sampling. ICIP Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	J	`jnl`	Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	Misc	`conf`	Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. IbPRIA Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
2017	A*	`conf`	Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering. ICCV Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli, Mário A. T. Figueiredo, Yanir Kleiman, Maks Ovsjanikov
2017	—	`conf`	Scene-Adapted plug-and-play algorithm with convergence guarantees. MLSP Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	C	`conf`	Shape-based Trajectory Clustering. ICPRAM Telmo J. P. Pires, Mário A. T. Figueiredo
2017	—	`conf`	Sharpening Hyperspectral Images Using Plug-and-Play Priors. LVA/ICA Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	—	`conf`	Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm. EMMCVPR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2017	J	`jnl`	Spike and slab biclustering. Pattern Recognit. Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Mário A. T. Figueiredo
2017	Misc	`conf`	Synthesis versus analysis in patch-based image priors. ICASSP Mário A. T. Figueiredo
2017	J	`jnl`	Synthesis versus analysis in patch-based image priors. CoRR Mário A. T. Figueiredo
2016	J	`jnl`	Adaptive ADMM with Spectral Penalty Parameter Selection. CoRR Zheng Xu, Mário A. T. Figueiredo, Tom Goldstein
2016	J	`jnl`	An Empirical Study of ADMM for Nonconvex Problems. CoRR Zheng Xu, Soham De, Mário A. T. Figueiredo, Christoph Studer, Tom Goldstein
2016	—	`conf`	Bayesian image segmentation using hidden fields: Supervised, unsupervised, and semi-supervised formulations. EUSIPCO José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	J	`jnl`	Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	J	`jnl`	Image Restoration with Locally Selected Class-Adapted Models. CoRR Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	B	`conf`	Image restoration and reconstruction using variable splitting and class-adapted image priors. ICIP Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	—	`conf`	Image restoration with locally selected class-adapted models. MLSP Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
2016	A	`conf`	Ordered Weighted L1 Regularized Regression with Strongly Correlated Covariates: Theoretical Aspects. AISTATS Mário A. T. Figueiredo, Robert D. Nowak
2016	J	`jnl`	Restoring STM images via Sparse Coding: noise and artifact removal. CoRR João Pedro Oliveira, Ana Bragança, José M. Bioucas-Dias, Mário A. T. Figueiredo, Luís Alcácer, Jorge Morgado, Quirina Ferreira
2015	J	`jnl`	AD J. Mach. Learn. Res. André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2015	Misc	`conf`	Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data. IbPRIA Artur J. Ferreira, Mário A. T. Figueiredo
2015	J	`jnl`	Feature selection for clustering categorical data with an embedded modelling approach. Expert Syst. J. Knowl. Eng. Cláudia M. V. Silvestre, Margarida G. M. S. Cardoso, Mário A. T. Figueiredo
2015	—	`ed.`	ICPRAM 2015 - Proceedings of the International Conference on Pattern Recognition Applications and Methods, Volume 1, Lisbon, Portugal, 10-12 January, 2015. ICPRAM (1) Maria De Marsico, Mário A. T. Figueiredo, Ana L. N. Fred
2015	—	`ed.`	ICPRAM 2015 - Proceedings of the International Conference on Pattern Recognition Applications and Methods, Volume 2, Lisbon, Portugal, 10-12 January, 2015. ICPRAM (2) Maria De Marsico, Mário A. T. Figueiredo, Ana L. N. Fred
2015	—	`conf`	Maximum-a-posteriori estimation with unknown regularisation parameters. EUSIPCO Marcelo Pereyra, José M. Bioucas-Dias, Mário A. T. Figueiredo
2015	J	`jnl`	Moving horizon estimation of pedestrian interactions using multiple velocity fields. Signal Image Video Process. Ana Portêlo, Mário A. T. Figueiredo, João Miranda Lemos, Jorge S. Marques
2015	—	`ed.`	Pattern Recognition Applications and Methods - 4th International Conference, ICPRAM 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected Papers ICPRAM (Selected Papers) Ana L. N. Fred, Maria De Marsico, Mário A. T. Figueiredo
2015	J	`jnl`	Probabilistic consensus clustering using evidence accumulation. Mach. Learn. André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2015	—	`conf`	Single-frame Image Denoising and Inpainting Using Gaussian Mixtures. ICPRAM (2) Afonso M. Teodoro, Mariana S. C. Almeida, Mário A. T. Figueiredo
2015	J	`jnl`	Text Classification Using Compression-Based Dissimilarity Measures. Int. J. Pattern Recognit. Artif. Intell. David Pereira Coutinho, Mário A. T. Figueiredo
2014	J	`jnl`	Binary Fused Compressive Sensing: 1-Bit Compressive Sensing meets Group Sparsity. CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2014	Misc	`conf`	Color identification in dermoscopy images using Gaussian mixture models. ICASSP Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
2014	J	`jnl`	Decreasing Weighted Sorted ℓ CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2014	J	`jnl`	Decreasing Weighted Sorted ℓ IEEE Signal Process. Lett. Xiangrong Zeng, Mário A. T. Figueiredo
2014	A	`conf`	Enhancing multimodal silent speech interfaces with feature selection. INTERSPEECH João Freitas, Artur J. Ferreira, Mário A. T. Figueiredo, António J. S. Teixeira, Miguel Sales Dias
2014	J	`jnl`	Exploiting Two-Dimensional Group Sparsity in 1-Bit Compressive Sensing. CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2014	J	`jnl`	Generative embeddings based on Rician mixtures for kernel-based classification of magnetic resonance images. Neurocomputing Anna C. Carli, Mário A. T. Figueiredo, Manuele Bicego, Vittorio Murino
2014	J	`jnl`	Group-sparse Matrix Recovery. CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2014	Misc	`conf`	Group-sparse matrix recovery. ICASSP Xiangrong Zeng, Mário A. T. Figueiredo
2014	J	`jnl`	Incremental filter and wrapper approaches for feature discretization. Neurocomputing Artur J. Ferreira, Mário A. T. Figueiredo
2014	J	`jnl`	Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus. IEEE Trans. Image Process. João Pedro Oliveira, Mário A. T. Figueiredo, José M. Bioucas-Dias
2014	J	`jnl`	Robust Binary Fused Compressive Sensing using Adaptive Outlier Pursuit. CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2014	Misc	`conf`	Robust binary fused compressive sensing using adaptive outlier pursuit. ICASSP Xiangrong Zeng, Mário A. T. Figueiredo
2014	—	`conf`	Robust sparsity and clustering regularization for regression. EUSIPCO Xiangrong Zeng, Mário A. T. Figueiredo
2014	J	`jnl`	Solving OSCAR regularization problems by fast approximate proximal splitting algorithms. Digit. Signal Process. Xiangrong Zeng, Mário A. T. Figueiredo
2014	J	`jnl`	Spectrometric differentiation of yeast strains using minimum volume increase and minimum direction change clustering criteria. Pattern Recognit. Lett. Nuno Fachada, Mário A. T. Figueiredo, Vitor V. Lopes, Rui Costa Martins, Agostinho C. Rosa
2014	Misc	`conf`	Teaching a new trick to an old dog: Revisiting the quadratic programming formulation of sparse recovery using ADMM. ICASSP Mário A. T. Figueiredo
2014	J	`jnl`	The Ordered Weighted ℓ CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2014	—	`conf`	The atomic norm formulation of OSCAR regularization with application to the Frank-Wolfe algorithm. EUSIPCO Xiangrong Zeng, Mário A. T. Figueiredo
2013	—	`conf`	A MAP Approach to Evidence Accumulation Clustering. ICPRAM (Selected Papers) André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2013	J	`jnl`	A novel sparsity and clustering regularization. CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2013	—	`conf`	A velocity field approach to the detection of pedestrian interactions. MED Ana Portêlo, Ricardo A. Ribeiro, Mário A. T. Figueiredo, João Miranda Lemos, Jorge S. Marques
2013	J	`jnl`	Activity Recognition Using a Mixture of Vector Fields. IEEE Trans. Image Process. Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2013	C	`conf`	Alternating Direction Optimization for Imaging and Machine Learning Problems. ICPRAM Mário A. T. Figueiredo
2013	Misc	`conf`	An Incremental Bit Allocation Strategy for Supervised Feature Discretization. IbPRIA Artur J. Ferreira, Mário A. T. Figueiredo
2013	C	`conf`	An Information Theoretic Approach to Text Sentiment Analysis. ICPRAM David Pereira Coutinho, Mário A. T. Figueiredo
2013	B	`conf`	Blind image deblurring with unknown boundaries using the alternating direction method of multipliers. ICIP Mariana S. C. Almeida, Mário A. T. Figueiredo
2013	Misc	`conf`	Clustering and Selecting Categorical Features. EPIA Cláudia M. V. Silvestre, Margarida Cardoso, Mário A. T. Figueiredo
2013	J	`jnl`	Combining information theoretic kernels with generative embeddings for classification. Neurocomputing Manuele Bicego, Aydin Ulas, Umberto Castellani, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2013	Misc	`conf`	Consensus Clustering Using Partial Evidence Accumulation. IbPRIA André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2013	J	`jnl`	Deconvolving Images With Unknown Boundaries Using the Alternating Direction Method of Multipliers. IEEE Trans. Image Process. Mariana S. C. Almeida, Mário A. T. Figueiredo
2013	—	`conf`	Feature Discretization with Relevance and Mutual Information Criteria. ICPRAM (Selected Papers) Artur J. Ferreira, Mário A. T. Figueiredo
2013	B	`conf`	Frame-based image deblurring with unknown boundary conditions using the alternating direction method of multipliers. ICIP Mariana S. C. Almeida, Mário A. T. Figueiredo
2013	—	`ch.`	Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm. Similarity-Based Pattern Analysis and Recognition Ana L. N. Fred, André Lourenço, Helena Aidos, Samuel Rota Bulò, Nicola Rebagliati, Mário A. T. Figueiredo, Marcello Pelillo
2013	—	`conf`	Moving Horizon Estimation of Pedestrian Interactions Based on Multiple Velocity Fields. ISVC (2) Ana Portêlo, Sandra Pacheco, Mário A. T. Figueiredo, João Miranda Lemos, Jorge S. Marques
2013	J	`jnl`	Novel fiducial and non-fiducial approaches to electrocardiogram-based biometric systems. IET Biom. David Pereira Coutinho, Hugo Silva, Hugo Gamboa, Ana L. N. Fred, Mário A. T. Figueiredo
2013	—	`ch.`	On the Combination of Information-Theoretic Kernels with Generative Embeddings. Similarity-Based Pattern Analysis and Recognition Pedro M. Q. Aguiar, Manuele Bicego, Umberto Castellani, Mário A. T. Figueiredo, André F. T. Martins, Vittorio Murino, Alessandro Perina, Aydin Ulas
2013	J	`jnl`	Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures. IEEE Trans. Image Process. Mariana S. C. Almeida, Mário A. T. Figueiredo
2013	C	`conf`	Probabilistic Evidence Accumulation for Clustering Ensembles. ICPRAM André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2013	C	`conf`	Relevance and Mutual Information-based Feature Discretization. ICPRAM Artur J. Ferreira, Mário A. T. Figueiredo
2013	J	`jnl`	Solving OSCAR regularization problems by proximal splitting algorithms. CoRR Xiangrong Zeng, Mário A. T. Figueiredo
2012	—	`conf`	A Dynamic Wrapper Method for Feature Discretization and Selection. ICPRAM (1) Artur J. Ferreira, Mário A. T. Figueiredo
2012	—	`conf`	Algorithms for imaging inverse problems under sparsity regularization. CIP Mário A. T. Figueiredo, José M. Bioucas-Dias
2012	J	`jnl`	Alternating Directions Dual Decomposition CoRR André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2012	J	`jnl`	An unsupervised approach to feature discretization and selection. Pattern Recognit. Artur J. Ferreira, Mário A. T. Figueiredo
2012	J	`jnl`	Deconvolving Images with Unknown Boundaries Using the Alternating Direction Method of Multipliers CoRR Mariana S. C. Almeida, Mário A. T. Figueiredo
2012	J	`jnl`	Efficient feature selection filters for high-dimensional data. Pattern Recognit. Lett. Artur J. Ferreira, Mário A. T. Figueiredo
2012	—	`conf`	Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images. ICPRAM (1) Anna C. Carli, Mário A. T. Figueiredo, Manuele Bicego, Vittorio Murino
2012	Misc	`conf`	Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters. PACBB André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara C. Madeira
2012	—	`conf`	Structured Sparsity in Natural Language Processing: Models, Algorithms and Applications. HLT-NAACL André F. T. Martins, Mário A. T. Figueiredo, Noah A. Smith
2012	J	`jnl`	Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series. J. Integr. Bioinform. André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara Cordeiro Madeira
2011	—	`conf`	A Generative Dyadic Aspect Model for Evidence Accumulation Clustering. SIMBAD André Lourenço, Ana L. N. Fred, Mário A. T. Figueiredo
2011	A*	`conf`	An Augmented Lagrangian Approach to Constrained MAP Inference. ICML André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2011	J	`jnl`	An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems. IEEE Trans. Image Process. Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2011	—	`conf`	Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets. WHISPERS Marta B. Lopes, José M. Bioucas-Dias, Mário A. T. Figueiredo, Jean-Claude Wolff, Nisha Mistry, John Warrack
2011	B	`conf`	Discriminative model selection using a modified Bayesian criterion: Application to trajectory modeling. ICIP Jacinto C. Nascimento, Jorge S. Marques, Mário A. T. Figueiredo
2011	A*	`conf`	Dual Decomposition with Many Overlapping Components. EMNLP André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
2011	—	`conf`	ECG-based Continuous Authentication System using Adaptive String Matching. BIOSIGNALS David Pereira Coutinho, Ana L. N. Fred, Mário A. T. Figueiredo
2011	—	`conf`	Efficient unsupervised feature selection for sparse data. EUROCON Artur J. Ferreira, Mário A. T. Figueiredo
2011	C	`conf`	Fast estimation of multiple vector fields: Application to video surveillance. ISPA Jorge S. Marques, Mário A. T. Figueiredo
2011	—	`conf`	Feature Discretization and Selection in Microarray Data. KDIR Artur J. Ferreira, Mário A. T. Figueiredo
2011	B	`conf`	Image super-segmentation: Segmentation with multiple labels from shuffled observations. ICIP Jorge S. Marques, Mário A. T. Figueiredo
2011	—	`conf`	Non-cyclic deconvolution using an augmented lagrangian method. EUROCON Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2011	A	`conf`	Online Learning of Structured Predictors with Multiple Kernels. AISTATS André Filipe Torres Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2011	—	`conf`	Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels. PRIB Manuele Bicego, Aydin Ulas, Peter J. Schüffler, Umberto Castellani, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2011	B	`conf`	Sliding Window Update Using Suffix Arrays. DCC Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2011	A*	`conf`	Structured Sparsity in Structured Prediction. EMNLP André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
2011	Misc	`conf`	Trajectory Analysis Using Switched Motion Fields: A Parametric Approach. IbPRIA Jorge S. Marques, João Miranda Lemos, Mário A. T. Figueiredo, Jacinto C. Nascimento, Miguel Barão
2011	Misc	`conf`	Unsupervised Joint Feature Discretization and Selection. IbPRIA Artur J. Ferreira, Mário A. T. Figueiredo
2011	B	`conf`	Unsupervised feature selection for sparse data. ESANN Artur J. Ferreira, Mário A. T. Figueiredo
2010	B	`conf`	2D Shape Recognition Using Information Theoretic Kernels. ICPR Manuele Bicego, André Filipe Torres Martins, Vittorio Murino, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	Misc	`conf`	A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems. ICASSP Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	—	`conf`	Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing. WHISPERS José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	B	`conf`	An augmented Lagrangian approach to linear inverse problems with compound regularization. ICIP Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	B	`conf`	Classification of complex pedestrian activities from trajectories. ICIP Jacinto C. Nascimento, Jorge S. Marques, Mário A. T. Figueiredo
2010	B	`conf`	Combining free energy score spaces with information theoretic kernels: Application to scene classification. ICIP Manuele Bicego, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	B	`conf`	Discriminative model selection for object motion recognition. ICIP Jacinto C. Nascimento, Jorge S. Marques, Mário A. T. Figueiredo
2010	J	`jnl`	Fast Image Recovery Using Variable Splitting and Constrained Optimization. IEEE Trans. Image Process. Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	—	`conf`	Feature Transformation and Reduction for Text Classification. PRIS Artur J. Ferreira, Mário A. T. Figueiredo
2010	B	`conf`	Frame-based deconvolution of Poissonian images using alternating direction optimization. ICIP Mário A. T. Figueiredo, José M. Bioucas-Dias
2010	—	`conf`	Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. SSPR/SPR André F. T. Martins, Manuele Bicego, Vittorio Murino, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	J	`jnl`	Introduction to the Issue on Compressive Sensing. IEEE J. Sel. Top. Signal Process. Rick Chartrand, Richard G. Baraniuk, Yonina C. Eldar, Mário A. T. Figueiredo, Jared Tanner
2010	J	`jnl`	Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization. IEEE Trans. Image Process. José M. Bioucas-Dias, Mário A. T. Figueiredo
2010	J	`jnl`	On the Role of Sparse and Redundant Representations in Image Processing. Proc. IEEE Michael Elad, Mário A. T. Figueiredo, Yi Ma
2010	B	`conf`	One-Lead ECG-based Personal Identification Using Ziv-Merhav Cross Parsing. ICPR David Pereira Coutinho, Ana L. N. Fred, Mário A. T. Figueiredo
2010	—	`conf`	Personal Identification and Authentication based on One-lead ECG using Ziv-Merhav Cross Parsing. PRIS David Pereira Coutinho, Ana L. N. Fred, Mário A. T. Figueiredo
2010	J	`jnl`	Restoration of Poissonian Images Using Alternating Direction Optimization. IEEE Trans. Image Process. Mário A. T. Figueiredo, José M. Bioucas-Dias
2010	J	`jnl`	Trajectory Classification Using Switched Dynamical Hidden Markov Models. IEEE Trans. Image Process. Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2010	A*	`conf`	Turbo Parsers: Dependency Parsing by Approximate Variational Inference. EMNLP André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2009	J	`jnl`	Adaptive total variation image deblurring: A majorization-minimization approach. Signal Process. João Pedro Oliveira, José M. Bioucas-Dias, Mário A. T. Figueiredo
2009	J	`jnl`	Nonextensive Information Theoretic Kernels on Measures. J. Mach. Learn. Res. André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2009	J	`jnl`	On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression CoRR Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2009	B	`conf`	On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression. DCC Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2009	—	`conf`	Selecting Categorical Features in Model-based Clustering. KDIR Cláudia M. V. Silvestre, Margarida Cardoso, Mário A. T. Figueiredo
2009	J	`jnl`	Soft clustering using weighted one-class support vector machines. Pattern Recognit. Manuele Bicego, Mário A. T. Figueiredo
2009	J	`jnl`	Sparse reconstruction by separable approximation. IEEE Trans. Signal Process. Stephen J. Wright, Robert D. Nowak, Mário A. T. Figueiredo
2009	—	`conf`	Spectral unmixing via minimum volume simplices: Application to near infrared spectra of counterfeit tablets. WHISPERS Marta B. Lopes, José M. Bioucas-Dias, Mário A. T. Figueiredo, Jean-Claude Wolff
2009	J	`jnl`	Time and Memory Efficient Lempel-Ziv Compression Using Suffix Arrays CoRR Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2009	B	`conf`	Total variation restoration of speckled images using a split-bregman algorithm. ICIP José M. Bioucas-Dias, Mário A. T. Figueiredo
2009	Misc	`conf`	Trajectory Modeling Using Mixtures of Vector Fields. IbPRIA Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2009	B	`conf`	Trajectory analysis in natural images using mixtures of vector fields. ICIP Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2008	B	`conf`	An iterative algorithm for linear inverse problems with compound regularizers. ICIP José M. Bioucas-Dias, Mário A. T. Figueiredo
2008	J	`jnl`	Independent increment processes for human motion recognition. Comput. Vis. Image Underst. Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2008	—	`conf`	Information Theoretic Text Classification Methods Evaluation. PRIS David Pereira Coutinho, Mário A. T. Figueiredo
2008	J	`jnl`	Network Inference From Co-Occurrences. IEEE Trans. Inf. Theory Michael G. Rabbat, Mário A. T. Figueiredo, Robert D. Nowak
2008	J	`jnl`	Nonextensive Generalizations of the Jensen-Shannon Divergence CoRR André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2008	A*	`conf`	Nonextensive entropic kernels. ICML André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2008	—	`conf`	On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression. ICETE (Selected Papers) Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2008	Misc	`conf`	Sparse reconstruction by separable approximation. ICASSP Stephen J. Wright, Robert D. Nowak, Mário A. T. Figueiredo
2008	—	`conf`	Suffix Arrays - A Competitive Choice for Fast Lempel-Ziv Compressions. SIGMAP Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2008	B	`conf`	Tsallis kernels on measures. ITW André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2008	B	`conf`	Unsupervised learning of motion patterns using generative models. ICIP Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2007	J	`jnl`	A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration. IEEE Trans. Image Process. José M. Bioucas-Dias, Mário A. T. Figueiredo
2007	—	`conf`	Blind Estimation of Motion Blur Parameters for Image Deconvolution. IbPRIA (2) João Pedro Oliveira, Mário A. T. Figueiredo, José M. Bioucas-Dias
2007	Misc	`conf`	Cosegmentation for Image Sequences. ICIAP Dong Seon Cheng, Mário A. T. Figueiredo
2007	—	`conf`	Genomic Network Tomography. ICASSP (1) Michael G. Rabbat, Mário A. T. Figueiredo, Robert D. Nowak
2007	J	`jnl`	Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems. J. Sel. Topics Signal Processing Mário A. T. Figueiredo, Robert D. Nowak, Stephen J. Wright
2007	J	`jnl`	Majorization-Minimization Algorithms for Wavelet-Based Image Restoration. IEEE Trans. Image Process. Mário A. T. Figueiredo, José M. Bioucas-Dias, Robert D. Nowak
2007	—	`conf`	On-Line Classification of Human Activities. IbPRIA (2) Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2007	—	`conf`	Semi-Supervised Learning of Switched Dynamical Models for Classification of Human Activities in Surveillance Applications. ICIP (3) Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2007	—	`conf`	Semi-Supervised and Active Learning. PRIS Mário A. T. Figueiredo
2007	—	`conf`	Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization. ICIP (1) José M. Bioucas-Dias, Mário A. T. Figueiredo
2006	—	`conf`	Adaptive total variation image deconvolution: A majorization-minimization approach. EUSIPCO José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira
2006	—	`conf`	Clustering Under Prior Knowledge with Application to Image Segmentation. NIPS Mário A. T. Figueiredo, Dong Seon Cheng, Vittorio Murino
2006	B	`conf`	Hybrid generative/discriminative training of radial basis function networks. ESANN Artur J. Ferreira, Mário A. T. Figueiredo
2006	—	`conf`	Inferring Network Structure from Co-Occurrences. NIPS Michael G. Rabbat, Mário A. T. Figueiredo, Robert D. Nowak
2006	J	`jnl`	Network Inference from Co-Occurrences CoRR Michael G. Rabbat, Mário A. T. Figueiredo, Robert D. Nowak
2006	—	`conf`	On Semi-supervised Learning. MRCS Mário A. T. Figueiredo
2006	B	`conf`	On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising. ICIP Mário A. T. Figueiredo, José M. Bioucas-Dias, João Pedro Oliveira, Robert D. Nowak
2006	J	`jnl`	On the use of independent component analysis for image compression. Signal Process. Image Commun. Artur J. Ferreira, Mário A. T. Figueiredo
2006	—	`conf`	Semi-Supervised Clustering: Application to Image Segmentation. GfKl Mário A. T. Figueiredo
2006	—	`conf`	Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach. ICASSP (2) José M. Bioucas-Dias, Mário A. T. Figueiredo, João Pedro Oliveira
2005	—	`conf`	A bound optimization approach to wavelet-based image deconvolution. ICIP (2) Mário A. T. Figueiredo, Robert D. Nowak
2005	—	`conf`	Bayesian Image Segmentation Using Gaussian Field Priors. EMMCVPR Mário A. T. Figueiredo
2005	—	`conf`	Bayesian Image Segmentation Using Wavelet-Based Priors. CVPR (1) Mário A. T. Figueiredo
2005	—	`conf`	Image Segmentation for the Application of the Neugebauer Colour Prediction Model on Inkjet Printed Ceramic Tiles. ICIAR Pedro Latorre-Carmona, Guillermo Peris-Fajarnés, Mário A. T. Figueiredo
2005	—	`conf`	Information Theoretic Text Classification Using the Ziv-Merhav Method. IbPRIA (2) David Pereira Coutinho, Mário A. T. Figueiredo
2005	J	`jnl`	Orientation in Manhattan: Equiprojective Classes and Sequential Estimation. IEEE Trans. Pattern Anal. Mach. Intell. André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2005	—	`conf`	Recognition of human activities using space dependent switched dynamical models. ICIP (3) Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
2005	J	`jnl`	Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds. IEEE Trans. Pattern Anal. Mach. Intell. Balaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo, Alexander J. Hartemink
2004	J	`jnl`	A Bayesian Approach to Joint Feature Selection and Classifier Design. IEEE Trans. Pattern Anal. Mach. Intell. Balaji Krishnapuram, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo
2004	—	`conf`	Defect Detection in Textile Images Using Gabor Filters. ICIAR (2) Céu L. Beirão, Mário A. T. Figueiredo
2004	J	`jnl`	Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing. IEEE Trans. Signal Process. Meir Feder, Mário A. T. Figueiredo, Alfred O. Hero III, Chin-Hui Lee, Hans-Andrea Loeliger, Robert D. Nowak, Andrew C. Singer, Bin Yu
2004	J	`jnl`	Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia
2004	—	`conf`	On Semi-Supervised Classification. NIPS Balaji Krishnapuram, David Williams, Ya Xue, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo
2004	J	`jnl`	Similarity-based classification of sequences using hidden Markov models. Pattern Recognit. Manuele Bicego, Vittorio Murino, Mário A. T. Figueiredo
2004	J	`jnl`	Simultaneous Feature Selection and Clustering Using Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. Martin H. C. Law, Mário A. T. Figueiredo, Anil K. Jain
2003	Misc	`conf`	A Feature Selection Wrapper for Mixtures. IbPRIA Mário A. T. Figueiredo, Anil K. Jain, Martin H. C. Law
2003	J	`jnl`	A sequential pruning strategy for the selection of the number of states in hidden Markov models. Pattern Recognit. Lett. Manuele Bicego, Vittorio Murino, Mário A. T. Figueiredo
2003	J	`jnl`	Adaptive Sparseness for Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. Mário A. T. Figueiredo
2003	J	`jnl`	An EM algorithm for wavelet-based image restoration. IEEE Trans. Image Process. Mário A. T. Figueiredo, Robert D. Nowak
2003	—	`conf`	Automatic contour estimation in fetal ultrasound images. ICIP (2) Sandra V. B. Jardim, Mário A. T. Figueiredo
2003	—	`conf`	Class-adapted image compression using independent component analysis. ICIP (1) Artur J. Ferreira, Mário A. T. Figueiredo
2003	—	`ed.`	Energy Minimization Methods in Computer Vision and Pattern Recognition, 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings EMMCVPR Anand Rangarajan, Mário A. T. Figueiredo, Josiane Zerubia
2003	J	`jnl`	Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia
2003	—	`conf`	Image compression using orthogonalized independent components bases. NNSP Artur J. Ferreira, Mário A. T. Figueiredo
2003	—	`conf`	Navigating in Manhattan: 3D orientation from video without correspondences. ICIP (1) André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2003	—	`conf`	Similarity-Based Clustering of Sequences Using Hidden Markov Models. MLDM Manuele Bicego, Vittorio Murino, Mário A. T. Figueiredo
2002	—	`conf`	Feature Selection in Mixture-Based Clustering. NIPS Martin H. C. Law, Anil K. Jain, Mário A. T. Figueiredo
2002	—	`conf`	Image restoration under wavelet-domain priors: an expectation-maximization approach. ICIP (1) Robert D. Nowak, Mário A. T. Figueiredo
2002	—	`conf`	Satellite and aerial image deconvolution using an EM method with complex wavelets. ICIP (1) André Jalobeanu, Robert D. Nowak, Josiane Zerubia, Mário A. T. Figueiredo
2002	J	`jnl`	Unsupervised Learning of Finite Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. Mário A. T. Figueiredo, Anil K. Jain
2002	Misc	`conf`	Wavelet-based adaptive image deconvolution. ICASSP Mário A. T. Figueiredo, Robert D. Nowak
2001	—	`conf`	Adaptive Sparseness Using Jeffreys Prior. NIPS Mário A. T. Figueiredo
2001	—	`conf`	Bayesian Learning of Sparse Classifiers. CVPR (1) Mário A. T. Figueiredo, Anil K. Jain
2001	—	`conf`	Coding theoretic approach to image segmentation. ICIP (3) Unoma Ndili, Robert D. Nowak, Mário A. T. Figueiredo
2001	—	`ed.`	Energy Minimization Methods in Computer Vision and Pattern Recognition, Third International Workshop, EMMCVPR 2001, Sophia Antipolis, France, September 3-5, 2001, Proceedings EMMCVPR Mário A. T. Figueiredo, Josiane Zerubia, Anil K. Jain
2001	J	`jnl`	Image classification for content-based indexing. IEEE Trans. Image Process. Aditya Vailaya, Mário A. T. Figueiredo, Anil K. Jain, HongJiang Zhang
2001	J	`jnl`	Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior. IEEE Trans. Image Process. Mário A. T. Figueiredo, Robert D. Nowak
2000	B	`conf`	On Gaussian Radial Basis Function Approximations: Interpretation, Extensions, and Learning Strategies. ICPR Mário A. T. Figueiredo
2000	B	`conf`	Unsupervised Segmentation of Poisson Data. ICPR Robert D. Nowak, Mário A. T. Figueiredo
2000	B	`conf`	Unsupervised Selection and Estimation of Finite Mixture Models. ICPR Mário A. T. Figueiredo, Anil K. Jain
2000	J	`jnl`	Unsupervised contour representation and estimation using B-splines and a minimum description length criterion. IEEE Trans. Image Process. Mário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain
1999	—	`conf`	Bayesian framework for semantic classification of outdoor vacation images. Storage and Retrieval for Image and Video Databases (SPIE) Aditya Vailaya, Mário A. T. Figueiredo, Anil K. Jain, HongJiang Zhang
1999	—	`conf`	Content-Based Hierarchical Classification of Vacation Images. ICMCS, Vol. 1 Aditya Vailaya, Mário A. T. Figueiredo, Anil K. Jain, HongJiang Zhang
1999	—	`conf`	On Fitting Mixture Models. EMMCVPR Mário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain
1999	—	`conf`	Unsupervised Progressive Parsing of Poisson Fields Using Minimum Description Length, Criteria. ICIP (2) Robert D. Nowak, Mário A. T. Figueiredo
1998	J	`jnl`	Absolute phase image reconstruction: a stochastic nonlinear filtering approach. IEEE Trans. Image Process. José M. N. Leitão, Mário A. T. Figueiredo
1997	A*	`conf`	Adaptive B-Splines and Boundary Estimation. CVPR Mário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain
1997	—	`conf`	Adaptive Parametrically Deformable Contours. EMMCVPR Mário A. T. Figueiredo, José M. N. Leitão, Anil K. Jain
1997	J	`jnl`	Unsupervised image restoration and edge location using compound Gauss-Markov random fields and the MDL principle. IEEE Trans. Image Process. Mário A. T. Figueiredo, José M. N. Leitão
1996	—	`conf`	Unsupervised contour estimation. ICIP (1) Mário A. T. Figueiredo, José M. N. Leitão
1995	J	`jnl`	A nonsmoothing approach to the estimation of vessel contours in angiograms. IEEE Trans. Medical Imaging Mário A. T. Figueiredo, José M. N. Leitão
1995	B	`conf`	Interferometric image reconstruction as a nonlinear Bayesian estimation problem. ICIP José M. N. Leitão, Mário A. T. Figueiredo
1994	—	`conf`	Adaptive Discontinuity Location in Image Restoration. ICIP (2) Mário A. T. Figueiredo, José M. N. Leitão
1994	J	`jnl`	Sequential and parallel image restoration: neural network implementations. IEEE Trans. Image Process. Mário A. T. Figueiredo, José M. N. Leitão
1993	A*	`conf`	Simulated tearing: an algorithm for discontinuity-preserving visual surface reconstruction. CVPR Mário A. T. Figueiredo, José M. N. Leitão
1992	J	`jnl`	Bayesian estimation of ventricular contours in angiographic images. IEEE Trans. Medical Imaging Mário A. T. Figueiredo, José M. N. Leitão