Tibério S. Caetano

72 papers A* 11A 2C 1Misc 3Journal 33Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Risk Analysis Techniques for Governed LLM-based Multi-Agent Systems. CoRR Alistair Reid, Simon O'Callaghan, Liam Carroll, Tibério S. Caetano
2020	J	`jnl`	Fast Fair Regression via Efficient Approximations of Mutual Information. CoRR Daniel Steinberg, Alistair Reid, Simon O'Callaghan, Finnian Lattimore, Lachlan McCalman, Tibério S. Caetano
2018	J	`jnl`	3-D Shape Matching and Non-Rigid Correspondence for Hippocampi Based on Markov Random Fields. IEEE Trans. Image Process. Pengdong Xiao, Nick Barnes, Tibério S. Caetano
2017	—	`ch.`	Graphical Models. Encyclopedia of Machine Learning and Data Mining Julian J. McAuley, Tibério S. Caetano, Wray L. Buntine
2016	A	`conf`	Evolution of Privacy Loss in Wikipedia. WSDM Marian-Andrei Rizoiu, Lexing Xie, Tibério S. Caetano, Manuel Cebrián
2016	A*	`conf`	Fast Learning from Distributed Datasets without Entity Matching. IJCAI Giorgio Patrini, Richard Nock, Stephen Hardy, Tibério S. Caetano
2016	J	`jnl`	Fast Learning from Distributed Datasets without Entity Matching. CoRR Giorgio Patrini, Richard Nock, Stephen Hardy, Tibério S. Caetano
2016	J	`jnl`	The Crossover Process: Learnability meets Protection from Inference Attacks. CoRR Richard Nock, Giorgio Patrini, Finnian Lattimore, Tibério S. Caetano
2015	J	`jnl`	A Hybrid Loss for Multiclass and Structured Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Qinfeng Shi, Mark D. Reid, Tibério S. Caetano, Anton van den Hengel, Zhenhua Wang
2015	J	`jnl`	Evolution of Privacy Loss in Wikipedia. CoRR Marian-Andrei Rizoiu, Lexing Xie, Tibério S. Caetano, Manuel Cebrián
2014	—	`conf`	(Almost) No Label No Cry. NIPS Giorgio Patrini, Richard Nock, Tibério S. Caetano, Paul Rivera
2014	J	`jnl`	A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation. CoRR Aaron J. Defazio, Tibério S. Caetano
2014	J	`jnl`	A Hybrid Loss for Multiclass and Structured Prediction. CoRR Qinfeng Shi, Mark D. Reid, Tibério S. Caetano, Anton van den Hengel, Zhenhua Wang
2014	—	`conf`	Bayesian Models for Structured Sparse Estimation via Set Cover Prior. ECML/PKDD (2) Xianghang Liu, Xinhua Zhang, Tibério S. Caetano
2014	J	`jnl`	Finito: A Faster, Permutable Incremental Gradient Method for Big Data Problems. CoRR Aaron J. Defazio, Tibério S. Caetano, Justin Domke
2014	A*	`conf`	Finito: A faster, permutable incremental gradient method for big data problems. ICML Aaron Defazio, Justin Domke, Tibério S. Caetano
2013	J	`jnl`	Active Subnetwork Recovery with a Mechanism-Dependent Scoring Function; with application to Angiogenesis and Organogenesis studies. BMC Bioinform. Ilana Lichtenstein, Michael A. Charleston, Tibério S. Caetano, Jennifer R. Gamble, Mathew A. Vadas
2013	J	`jnl`	Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies. Int. J. Comput. Vis. Julian J. McAuley, Arnau Ramisa, Tibério S. Caetano
2012	—	`conf`	A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation. NIPS Aaron Defazio, Tibério S. Caetano
2012	J	`jnl`	A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training CoRR Aaron Defazio, Tibério S. Caetano
2012	A*	`conf`	A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training. ICML Aaron Defazio, Tibério S. Caetano
2012	J	`jnl`	AI@NICTA. AI Mag. Nick Barnes, Peter Baumgartner, Tibério S. Caetano, Hugh F. Durrant-Whyte, Gerwin Klein, Penelope Sanderson, Abdul Sattar, Peter J. Stuckey, Sylvie Thiébaux, Pascal Van Hentenryck, Toby Walsh
2012	J	`jnl`	Dimensionality reduction via compressive sensing. Pattern Recognit. Lett. Junbin Gao, Qinfeng Shi, Tibério S. Caetano
2012	J	`jnl`	Fast matching of large point sets under occlusions. Pattern Recognit. Julian J. McAuley, Tibério S. Caetano
2012	—	`conf`	Learning as MAP Inference in Discrete Graphical Models. NIPS Xianghang Liu, James Petterson, Tibério S. Caetano
2012	—	`conf`	The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning Perspective. ICPRAM (1) Tibério S. Caetano
2011	J	`jnl`	Faster Algorithms for Max-Product Message-Passing. J. Mach. Learn. Res. Julian J. McAuley, Tibério S. Caetano
2011	—	`conf`	Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study. EMMCVPR Julian J. McAuley, Arnau Ramisa, Tibério S. Caetano
2011	—	`conf`	Submodular Multi-Label Learning. NIPS James Petterson, Tibério S. Caetano
2010	J	`jnl`	Conditional Random Fields and Support Vector Machines: A Hybrid Approach CoRR Qinfeng Shi, Mark D. Reid, Tibério S. Caetano
2010	A*	`conf`	Exploiting Data-Independence for Fast Belief-Propagation. ICML Julian J. McAuley, Tibério S. Caetano
2010	A	`conf`	Exploiting Within-Clique Factorizations in Junction-Tree Algorithms. AISTATS Julian J. McAuley, Tibério S. Caetano
2010	—	`ch.`	Graphical Models. Encyclopedia of Machine Learning Julian J. McAuley, Tibério S. Caetano, Wray L. Buntine
2010	—	`conf`	Multitask Learning without Label Correspondences. NIPS Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, S. V. N. Vishwanathan, James Petterson
2010	—	`conf`	Reverse Multi-Label Learning. NIPS James Petterson, Tibério S. Caetano
2010	Misc	`conf`	Sparse Update for Loopy Belief Propagation: Fast Dense Registration for Large State Spaces. DICTA Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibério S. Caetano
2010	A*	`conf`	Unified graph matching in Euclidean spaces. CVPR Julian J. McAuley, Teofilo de Campos, Tibério S. Caetano
2010	—	`conf`	Word Features for Latent Dirichlet Allocation. NIPS James Petterson, Alexander J. Smola, Tibério S. Caetano, Wray L. Buntine, Shravan M. Narayanamurthy
2009	J	`jnl`	An expected-case sub-cubic solution to the all-pairs shortest path problem in R CoRR Julian J. McAuley, Tibério S. Caetano
2009	Misc	`conf`	Applying Sum and Max Product Algorithms of Belief Propagation to 3D Shape Matching and Registration. DICTA Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibério S. Caetano
2009	—	`conf`	Convex Relaxation of Mixture Regression with Efficient Algorithms. NIPS Novi Quadrianto, Tibério S. Caetano, John Lim, Dale Schuurmans
2009	J	`jnl`	Estimating Labels from Label Proportions. J. Mach. Learn. Res. Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, Quoc V. Le
2009	J	`jnl`	Exact Inference in Graphical Models: is There More to it? CoRR Julian J. McAuley, Tibério S. Caetano
2009	J	`jnl`	Exponential Family Graph Matching and Ranking CoRR James Petterson, Tibério S. Caetano, Julian J. McAuley, Jin Yu
2009	—	`conf`	Exponential Family Graph Matching and Ranking. NIPS James Petterson, Tibério S. Caetano, Julian J. McAuley, Jin Yu
2009	A*	`conf`	Kernel Conditional Quantile Estimation via Reduction Revisited. ICDM Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibério S. Caetano, Wray L. Buntine
2009	J	`jnl`	Learning Graph Matching. IEEE Trans. Pattern Anal. Mach. Intell. Tibério S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alexander J. Smola
2009	J	`jnl`	Scalable Inference for Latent Dirichlet Allocation CoRR James Petterson, Tibério S. Caetano
2009	A*	`conf`	Shape classification through structured learning of matching measures. CVPR Longbin Chen, Julian J. McAuley, Rogério Schmidt Feris, Tibério S. Caetano, Matthew Turk
2008	A*	`conf`	Estimating labels from label proportions. ICML Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, Quoc V. Le
2008	J	`jnl`	Graph Rigidity, Cyclic Belief Propagation, and Point Pattern Matching. IEEE Trans. Pattern Anal. Mach. Intell. Julian J. McAuley, Tibério S. Caetano, Marconi S. Barbosa
2008	J	`jnl`	Learning Graph Matching CoRR Tibério S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alexander J. Smola
2008	J	`jnl`	Robust Near-Isometric Matching via Structured Learning of Graphical Models CoRR Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola
2008	—	`conf`	Robust Near-Isometric Matching via Structured Learning of Graphical Models. NIPS Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola
2007	A*	`conf`	An MRF and Gaussian Curvature Based Shape Representation for Shape Matching. CVPR Pengdong Xiao, Nick Barnes, Tibério S. Caetano, Paulette Lieby
2007	J	`jnl`	Graph rigidity, Cyclic Belief Propagation and Point Pattern Matching CoRR Julian J. McAuley, Tibério S. Caetano, Marconi S. Barbosa
2007	J	`jnl`	High-Order Nonparametric Belief-Propagation for Fast Image Inpainting CoRR Julian John McAuley, Tibério S. Caetano
2007	A*	`conf`	Learning Graph Matching. ICCV Tibério S. Caetano, Li Cheng, Quoc V. Le, Alexander J. Smola
2006	—	`conf`	A Unified Formulation of Invariant Point Pattern Matching. ICPR (3) Tibério S. Caetano, Terry Caelli
2006	C	`conf`	An Embedded Bayesian Network Hidden Markov Model for Digital Forensics. ISI Olivier Y. de Vel, Nianjun Liu, Terry Caelli, Tibério S. Caetano
2006	J	`jnl`	Approximating the problem, not the solution: An alternative view of point set matching. Pattern Recognit. Tibério S. Caetano, Terry Caelli
2006	J	`jnl`	Graphical Models and Point Pattern Matching. IEEE Trans. Pattern Anal. Mach. Intell. Tibério S. Caetano, Terry Caelli, Dale Schuurmans, Dante Augusto Couto Barone
2006	A*	`conf`	Learning high-order MRF priors of color images. ICML Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola, Matthias O. Franz
2005	—	`conf`	Approximating the Problem, not the Solution: An Alternative View of Point Set Matching. GbRPR Tibério S. Caetano, Terry Caelli
2005	J	`jnl`	Graphical models for graph matching: Approximate models and optimal algorithms. Pattern Recognit. Lett. Terry Caelli, Tibério S. Caetano
2004	—	`conf`	A Comparison of Junction Tree and Relaxation Algorithms for Point Matching using Different Distance Metrics. ICPR (2) Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone
2004	—	`conf`	An Optimal Probabilistic Graphical Model for Point Set Matching. SSPR/SPR Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone
2004	—	`conf`	Graphical Models for Graph Matching. CVPR (2) Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone
2004	—	`—`	Modelos Gráficos e Casamento de Padrões de Pontos. Tibério S. Caetano
2003	J	`jnl`	Do mixture models in chromaticity space improve skin detection? Pattern Recognit. Tibério S. Caetano, Sílvia D. Olabarriaga, Dante Augusto Couto Barone
2002	—	`conf`	Performance Evaluation of Single and Multiple-Gaussian Models for Skin Color Modeling. SIBGRAPI Tibério S. Caetano, Sílvia D. Olabarriaga, Dante Augusto Couto Barone
2001	Misc	`conf`	A Probabilistic Model for the Human Skin Color. ICIAP Tibério S. Caetano, Dante Augusto Couto Barone