Angshul Majumdar

315 papers A* 2A 1B 45C 4Misc 28Journal 160Unranked 75

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Affine Rank Minimization is ER Complete. CoRR Angshul Majumdar
2026	J	`jnl`	Bayesian Recovery for Probabilistic Coalition Structures. CoRR Angshul Majumdar
2026	J	`jnl`	Constrained Nonnegative Gram Feasibility is ∃R-Complete. CoRR Angshul Majumdar
2026	J	`jnl`	Diminishing Returns in Expanding Generative Models and Godel-Tarski-Lob Limits. CoRR Angshul Majumdar
2026	J	`jnl`	From Laplace to Mellin: A Unified Biorthogonal Transform Framework. IEEE Signal Process. Lett. Nirmalya Sen, Angshul Majumdar
2026	J	`jnl`	Greedy Is Enough: Sparse Action Discovery in Agentic LLMs. CoRR Angshul Majumdar
2026	J	`jnl`	Quantum-stable robust principal component analysis: theory and evidence from NISQ regimes. Quantum Mach. Intell. Angshul Majumdar
2026	J	`jnl`	Shannon meets Gödel-Tarski-Löb: Undecidability of Shannon Feedback Capacity for Finite-State Channels. CoRR Angshul Majumdar
2026	J	`jnl`	Sparse Probabilistic Coalition Structure Generation: Bayesian Greedy Pursuit and ℓ CoRR Angshul Majumdar
2026	J	`jnl`	Sparsity Is Necessary: Polynomial-Time Stability for Agentic LLMs in Large Action Spaces. CoRR Angshul Majumdar
2026	J	`jnl`	The Relativity of AGI: Distributional Axioms, Fragility, and Undecidability. CoRR Angshul Majumdar
2026	J	`jnl`	Universal NP-Hardness of Clustering under General Utilities. CoRR Angshul Majumdar
2025	J	`jnl`	A Unified Matrix Factorization Framework for Classical and Robust Clustering. CoRR Angshul Majumdar
2025	J	`jnl`	Deep Probabilistic Matrix Factorization on Graphs: Application to Drug Repositioning in Antimicrobial Resistance. IEEE Trans. Comput. Biol. Bioinform. Sayantika Chatterjee, Stuti Jain, Kriti Kumar, Emilie Chouzenoux, Angshul Majumdar
2025	J	`jnl`	Dictionary-Transform Generative Adversarial Networks. CoRR Angshul Majumdar
2025	Misc	`conf`	Exact Rotation Invariant Robust PCA. ICASSP Tanmoy Jana, Nikhil Raghav, Angshul Majumdar, Md. Sahidullah
2025	B	`conf`	Kernelized Low-rank matrix recovery: Application in collaborative representation based classification. IJCNN Subhajit Saha, Angshul Majumdar, Swagatam Das, Avisek Gupta
2025	J	`jnl`	Near-Optimal Coalition Structures in Polynomial Time. CoRR Angshul Majumdar
2024	J	`jnl`	Contrastive deep convolutional transform k-means clustering. Inf. Sci. Anurag Goel, Angshul Majumdar
2024	J	`jnl`	Corrigendum to "Deep state-space model for predicting cryptocurrency price" [Inform. Sci. 618 (2022) 417-433]. Inf. Sci. Shalini Sharma, Angshul Majumdar
2024	J	`jnl`	DeConFCluster: Deep Convolutional Transform Learning based multiview clustering fusion framework. Signal Process. Pooja Gupta, Anurag Goel, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2024	—	`conf`	Deep Neural Network Model Compression and Signal Processing. ICASSP Workshops Arijit Ukil, Angshul Majumdar, Antonio J. Jara, João Gama
2024	J	`jnl`	Literature mining discerns latent disease-gene relationships. Bioinform. Priyadarshini Rai, Atishay Jain, Shivani Kumar, Divya Sharma, Neha Jha, Smriti Chawla, Abhijit Raj, Apoorva Gupta, Sarita Poonia, Angshul Majumdar, Tanmoy Chakraborty, Gaurav Ahuja, Debarka Sengupta
2024	—	`conf`	Multi-Modal Image Super-Resolution via Deep Convolutional Transform Learning. EUSIPCO Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra
2024	J	`jnl`	Ophthalmic Biomarker Detection: Highlights From the IEEE Video and Image Processing Cup 2023 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Ghassan AlRegib, Mohit Prabhushankar, Kiran Kokilepersaud, Prithwijit Chowdhury, Zoe Fowler, Stephanie Trejo Corona, Lucas A. Thomaz, Angshul Majumdar
2024	B	`conf`	Semi-Supervised Graphical Deep Dictionary Learning for Hyperspectral Image Classification From Limited Samples. ICIP Anurag Goel, Angshul Majumdar
2024	J	`jnl`	Sparse subspace clustering incorporated deep convolutional transform learning for hyperspectral band selection. Earth Sci. Informatics Anurag Goel, Angshul Majumdar
2024	—	`conf`	Structured Lottery Ticket Hypothesis for Effective Deep Neural Network Model Size Reduction. ICASSP Workshops Arijit Ukil, Ishan Sahu, Mridul Biswas, Arpan Pal, Angshul Majumdar
2023	J	`jnl`	DeConDFFuse : Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework. Expert Syst. Appl. Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2023	J	`jnl`	Deep State-Space Model for Predicting Cryptocurrency Price. CoRR Shalini Sharma, Angshul Majumdar, Emilie Chouzenoux, Victor Elvira
2023	J	`jnl`	Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. IEEE J. Biomed. Health Informatics Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar
2023	J	`jnl`	Kernelized transformed subspace clustering with geometric weights for non-linear manifolds. Neurocomputing Jyoti Maggu, Angshul Majumdar
2023	—	`conf`	Label-Consistent Convolutional Dictionary Learning for Machine Inspection. EUSIPCO Saurabh Sahu, Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra
2023	J	`jnl`	Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
2023	J	`jnl`	Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition. CoRR Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
2023	J	`jnl`	Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Davide Salvi, Clara Borrelli, Paolo Bestagini, Fabio Antonacci, Matthew C. Stamm, Lucio Marcenaro, Angshul Majumdar
2023	—	`conf`	Transform Based Subspace Interpolation for Unsupervised Domain Adaptation Applied to Machine Inspection. EUSIPCO Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra
2023	Misc	`conf`	Unsupervised Domain Adaptation via Subspace Interpolating Deep Dictionary Learning: A Case Study in Machine Inspection. ICASSP Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra
2022	J	`jnl`	Binary matrix completion on graphs: Application to collaborative filtering. Digit. Signal Process. Divyanshu Talwar, Aanchal Mongia, Emilie Chouzenoux, Angshul Majumdar
2022	J	`jnl`	Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix Completion. IEEE ACM Trans. Comput. Biol. Bioinform. Aanchal Mongia, Emilie Chouzenoux, Angshul Majumdar
2022	Misc	`conf`	CycleGAN Based Unsupervised Domain Adaptation for Machine Fault Diagnosis. SenSys Naibedya Pattnaik, Uday Sai Vemula, Kriti Kumar, Achanna Anil Kumar, Angshul Majumdar, M. Girish Chandra, Arpan Pal
2022	B	`conf`	Deep Convolutional K-Means Clustering. ICIP Anurag Goel, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2022	J	`jnl`	Deep state space model for predicting cryptocurrency price. Inf. Sci. Shalini Sharma, Angshul Majumdar
2022	—	`conf`	DeepDive: Deep Latent Factor Model for Enhancing Diversity in Recommender Systems. ICDM (Workshops) Kriti Kumar, Angshul Majumdar, M. Girish Chandra
2022	J	`jnl`	DeepVir: Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning - Application to COVID-19. J. Comput. Biol. Aanchal Mongia, Stuti Jain, Emilie Chouzenoux, Angshul Majumdar
2022	J	`jnl`	Disaggregating a New Appliance On-the-Fly Without Data Acquisition and Retraining. IEEE Trans. Instrum. Meas. Angshul Majumdar
2022	J	`jnl`	Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. CoRR Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar
2022	Misc	`conf`	Iterative Re-weighted Least Squares Algorithms for Non-negative Sparse and Group-sparse Recovery. ICASSP Angshul Majumdar
2022	J	`jnl`	K-Means Embedded Deep Transform Learning for Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. Anurag Goel, Angshul Majumdar
2022	J	`jnl`	Multi-Label Deep Blind Compressed Sensing for Low-Frequency Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid Shikha Singh, Angshul Majumdar
2022	J	`jnl`	Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring. ACM Trans. Knowl. Discov. Data Shikha Singh, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
2022	—	`conf`	Multi-modal Image Super-resolution with Joint Coupled Deep Transform Learning. EUSIPCO R. Krishna Kanth, Andrew Gigie, Kriti Kumar, Achanna Anil Kumar, Angshul Majumdar, Balamuralidhar P
2022	—	`conf`	Phaseless FMCW Multistatic Radar. IEEE SENSORS K. Aditi, Achanna Anil Kumar, Angshul Majumdar, R. Krishna Kanth, Tapas Chakravarty, Kriti Kumar, Arpan Pal
2022	—	`conf`	Phaseless Passive Synthetic Aperture Imaging with Regularized Wirtinger Flow. EUSIPCO K. Aditi, Achanna Anil Kumar, Angshul Majumdar, Tapas Chakravarty, Kriti Kumar
2022	J	`jnl`	SelfE: Gene Selection via Self-Expression for Single-Cell Data. IEEE ACM Trans. Comput. Biol. Bioinform. Priyadarshini Rai, Debarka Sengupta, Angshul Majumdar
2022	B	`conf`	Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification. ICIP Shikha Singh, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2022	J	`jnl`	Solving inverse problems with autoencoders on learnt graphs. Signal Process. Angshul Majumdar
2022	J	`jnl`	Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Anurag Goel, Angshul Majumdar
2022	J	`jnl`	Trainingless Energy Disaggregation Without Plug-Level Sensing. IEEE Trans. Instrum. Meas. Angshul Majumdar
2022	—	`conf`	Transductive Inversion via Deep Transform Learning. EUSIPCO Jyoti Maggu, Shalini Sharma, Angshul Majumdar
2021	B	`conf`	AutoFuse: A Semi-supervised Autoencoder based Multi-Sensor Fusion Framework. IJCNN Kriti Kumar, Saurabh Sahu, Angshul Majumdar, M. Girish Chandra
2021	—	`conf`	Clustering Friendly Dictionary Learning. ICONIP (1) Anurag Goel, Angshul Majumdar
2021	B	`conf`	Compressing Deep Neural Network: A Black-Box System Identification Approach. IJCNN Ishan Sahu, Arpan Pal, Arijit Ukil, Angshul Majumdar
2021	Misc	`conf`	Joint Coupled Transform Learning Framework for Multimodal Image Super-Resolution. ICASSP Andrew Gigie, Achanna Anil Kumar, Angshul Majumdar, Kriti Kumar, M. Girish Chandra
2021	J	`jnl`	Kernelized Linear Autoencoder. Neural Process. Lett. Angshul Majumdar
2021	J	`jnl`	Matrix completion on learnt graphs: Application to collaborative filtering. Expert Syst. Appl. Aanchal Mongia, Angshul Majumdar
2021	—	`conf`	Multi-Sensor Fusion Framework using Discriminative Autoencoders. EUSIPCO Arup Kumar Das, Kriti Kumar, Angshul Majumdar, Saurabh Sahu, M. Girish Chandra
2021	J	`jnl`	Recurrent dictionary learning for state-space models with an application in stock forecasting. Neurocomputing Shalini Sharma, Víctor Elvira, Emilie Chouzenoux, Angshul Majumdar
2021	—	`conf`	Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices. EMBC Arijit Ukil, Ishan Sahu, Angshul Majumdar, Sai Chander Racha, Gitesh Kulkarni, Anirban Dutta Choudhury, Sundeep Khandelwal, Avik Ghose, Arpan Pal
2021	J	`jnl`	Sequential Transform Learning. ACM Trans. Knowl. Discov. Data Shalini Sharma, Angshul Majumdar
2021	J	`jnl`	Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification. CoRR Anurag Goel, Angshul Majumdar
2021	J	`jnl`	SuperDeConFuse: A supervised deep convolutional transform based fusion framework for financial trading systems. Expert Syst. Appl. Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2021	—	`conf`	Transformed K-means Clustering. EUSIPCO Anurag Goel, Angshul Majumdar
2021	J	`jnl`	Transformed K-means Clustering. CoRR Anurag Goel, Angshul Majumdar
2021	J	`jnl`	Transformed Subspace Clustering. IEEE Trans. Knowl. Data Eng. Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux
2021	A*	`conf`	Would Your Tweet Invoke Hate on the Fly? Forecasting Hate Intensity of Reply Threads on Twitter. KDD Snehil Dahiya, Shalini Sharma, Dhruv Sahnan, Vasu Goel, Emilie Chouzenoux, Víctor Elvira, Angshul Majumdar, Anil Bandhakavi, Tanmoy Chakraborty
2020	J	`jnl`	A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning. Pattern Recognit. Vanika Singhal, Angshul Majumdar
2020	J	`jnl`	Balancing Accuracy and Diversity in Recommendations using Matrix Completion Framework. CoRR Anupriya Gogna, Angshul Majumdar
2020	—	`conf`	Cluster Aware Deep Dictionary Learning for Single Cell Analysis. ICONIP (5) Priyadarshini Rai, Angshul Majumdar, Debarka Sengupta
2020	—	`conf`	Compressive Non-Intrusive Load Monitoring. BuildSys Shikha Singh, Angshul Majumdar, Stephen Makonin
2020	—	`conf`	ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. EUSIPCO Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. CoRR Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework. CoRR Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	DeConFuse: a deep convolutional transform-based unsupervised fusion framework. EURASIP J. Adv. Signal Process. Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	Deep Convolutional Transform Learning - Extended version. CoRR Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	—	`conf`	Deep Convolutional Transform Learning. ICONIP (5) Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	Misc	`conf`	Deep Matrix Completion on Graphs: Application in Drug Target Interaction Prediction. ICASSP Aanchal Mongia, Angshul Majumdar
2020	—	`conf`	Deep Matrix Factorization on Graphs: Application to Collaborative Filtering. ICONIP (4) Aanchal Mongia, Vidit Jain, Angshul Majumdar
2020	—	`conf`	Deep Transform Learning for Multi-Sensor Fusion. EUSIPCO Saurabh Sahu, Kriti Kumar, Angshul Majumdar, M. Girish Chandra
2020	J	`jnl`	Deep latent factor model for collaborative filtering. Signal Process. Aanchal Mongia, Neha Jhamb, Emilie Chouzenoux, Angshul Majumdar
2020	J	`jnl`	DeepVir - Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19. CoRR Aanchal Mongia, Stuti Jain, Emilie Chouzenoux, Angshul Majumdar
2020	J	`jnl`	Deeply transformed subspace clustering. Signal Process. Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	Graph transform learning. Neural Networks Angshul Majumdar
2020	Misc	`conf`	Instant Adaptive Learning: An Adaptive Filter Based Fast Learning Model Construction for Sensor Signal Time Series Classification on Edge Devices. ICASSP Arpan Pal, Arijit Ukil, Trisrota Deb, Ishan Sahu, Angshul Majumdar
2020	B	`conf`	Multi-Label Auto-Encoder based Electrical Load Disaggregation. IJCNN Spoorthy Paresh, Naveen Kumar Thokala, Angshul Majumdar, M. Girish Chandra
2020	Misc	`conf`	Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. ICASSP Shikha Singh, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification. IEEE Trans. Smart Grid Shikha Singh, Angshul Majumdar
2020	J	`jnl`	Reconstructing multi-echo magnetic resonance images via structured deep dictionary learning. Neurocomputing Vanika Singhal, Angshul Majumdar
2020	J	`jnl`	SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems. CoRR Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	deepMc: Deep Matrix Completion for Imputation of Single-Cell RNA-seq Data. J. Comput. Biol. Aanchal Mongia, Debarka Sengupta, Angshul Majumdar
2019	B	`conf`	Age and Gender Estimation via Deep Dictionary Learning Regression. IJCNN Vanika Singhal, Angshul Majumdar
2019	J	`jnl`	Analysis Co-Sparse Coding for Energy Disaggregation. CoRR Shikha Singh, Angshul Majumdar
2019	J	`jnl`	Analysis Co-Sparse Coding for Energy Disaggregation. IEEE Trans. Smart Grid Shikha Singh, Angshul Majumdar
2019	J	`jnl`	Blind Denoising Autoencoder. CoRR Angshul Majumdar
2019	J	`jnl`	Blind Denoising Autoencoder. IEEE Trans. Neural Networks Learn. Syst. Angshul Majumdar
2019	J	`jnl`	Collaborative Filtering with Label Consistent Restricted Boltzmann Machine. CoRR Sagar Verma, Prince Patel, Angshul Majumdar
2019	J	`jnl`	Deep Latent Factor Model for Collaborative Filtering. CoRR Aanchal Mongia, Neha Jhamb, Emilie Chouzenoux, Angshul Majumdar
2019	Misc	`conf`	Deep Latent Factor Model for Predicting Drug Target Interactions. ICASSP Aanchal Mongia, Vidit Jain, Emilie Chouzenoux, Angshul Majumdar
2019	J	`jnl`	Deep Sparse Coding for Non-Intrusive Load Monitoring. CoRR Shikha Singh, Angshul Majumdar
2019	—	`conf`	Deeply Coupled Graph Structured Autoencoder for Domain Adaptation. COMAD/CODS Angshul Majumdar
2019	J	`jnl`	Discriminative Autoencoder for Feature Extraction: Application to Character Recognition. CoRR Anupriya Gogna, Angshul Majumdar
2019	J	`jnl`	Discriminative Autoencoder for Feature Extraction: Application to Character Recognition. Neural Process. Lett. Anupriya Gogna, Angshul Majumdar
2019	J	`jnl`	Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. CoRR Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar
2019	J	`jnl`	Kernel Transform Learning. CoRR Jyoti Maggu, Angshul Majumdar
2019	J	`jnl`	Label Consistent Transform Learning for Hyperspectral Image Classification. CoRR Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar
2019	J	`jnl`	Label-Consistent Transform Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar
2019	J	`jnl`	Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. CoRR Vanika Singhal, Angshul Majumdar
2019	J	`jnl`	Matrix completion on multiple graphs: Application in collaborative filtering. Signal Process. Aanchal Mongia, Angshul Majumdar
2019	J	`jnl`	Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring. CoRR Sagar Verma, Shikha Singh, Angshul Majumdar
2019	Misc	`conf`	Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring. ICASSP Sagar Verma, Shikha Singh, Angshul Majumdar
2019	J	`jnl`	Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis. CoRR Jyoti Maggu, Prerna Singh, Angshul Majumdar
2019	J	`jnl`	Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. CoRR Shikha Singh, Angshul Majumdar
2019	J	`jnl`	Online single and multiple analysis dictionary learning-based approach for visual object tracking. J. Electronic Imaging Divya Sitani, A. Venkata Subramanyam, Angshul Majumdar
2019	J	`jnl`	Performance Evaluation of Techniques for Identifying Abnormal Energy Consumption in Buildings. IEEE Access Megha Gaur, Stephen Makonin, Ivan V. Bajic, Angshul Majumdar
2019	J	`jnl`	RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction. CoRR Janki Mehta, Angshul Majumdar
2019	J	`jnl`	Reconstructing Multi-echo Magnetic Resonance Images via Structured Deep Dictionary Learning. CoRR Vanika Singhal, Angshul Majumdar
2019	J	`jnl`	Recurrent Transform Learning. CoRR Megha Gupta, Angshul Majumdar
2019	J	`jnl`	Recurrent transform learning. Neural Networks Angshul Majumdar, Megha Gupta
2019	J	`jnl`	Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. CoRR Vanika Singhal, Angshul Majumdar
2019	J	`jnl`	Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals. CoRR Anupriya Gogna, Angshul Majumdar, Rabab Ward
2019	B	`conf`	Siamese Deep Dictionary Learning. IJCNN Vanika Singhal, Angshul Majumdar, Mayank Vatsa, Richa Singh
2019	J	`jnl`	Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. IEEE Trans. Smart Grid Vanika Singhal, Jyoti Maggu, Angshul Majumdar
2019	J	`jnl`	Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. CoRR Vanika Singhal, Jyoti Maggu, Angshul Majumdar
2019	J	`jnl`	Solving Inverse Problems in Imaging via Deep Dictionary Learning. IEEE Access D. John Lewis, Vanika Singhal, Angshul Majumdar
2019	B	`conf`	Supervised Kernel Transform Learning. IJCNN Jyoti Maggu, Angshul Majumdar
2019	—	`conf`	Transform Learning Based Function Approximation for Regression and Forecasting. AALTD@PKDD/ECML Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar
2019	J	`jnl`	Transformed Subspace Clustering. CoRR Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux
2018	—	`conf`	Adaptive Deep Dictionary Learning for MRI Reconstruction. ICONIP (1) D. John Lewis, Vanika Singhal, Angshul Majumdar
2018	—	`conf`	Convolutional Transform Learning. ICONIP (3) Jyoti Maggu, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
2018	J	`jnl`	Correction to "Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements". IEEE Access Vanika Singhal, Angshul Majumdar, Rabab K. Ward
2018	B	`conf`	Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals. IJCNN Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
2018	J	`jnl`	Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals. CoRR Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
2018	J	`jnl`	Deep Sparse Coding for Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid Shikha Singh, Angshul Majumdar
2018	J	`jnl`	Disaggregating Transform Learning for Non-Intrusive Load Monitoring. IEEE Access Megha Gaur, Angshul Majumdar
2018	B	`conf`	Discriminative Autoencoder. ICIP Angshuman Paul, Angshul Majumdar, Dipti Prasad Mukherjee
2018	B	`conf`	Doubly Label Consistent Autoencoder: Accounting User and Item Metadata in Recommender Systems. IJCNN Shantanu Jain, Angshul Majumdar
2018	J	`jnl`	Graph structured autoencoder. Neural Networks Angshul Majumdar
2018	B	`conf`	Hierarchical Autoencoder for Collaborative Filtering. IJCNN Shubham Maheshwari, Angshul Majumdar
2018	J	`jnl`	Hierarchical Representation Learning for Kinship Verification. CoRR Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar
2018	—	`conf`	Identity Aware Synthesis for Cross Resolution Face Recognition. CVPR Workshops Maneet Singh, Shruti Nagpal, Mayank Vatsa, Richa Singh, Angshul Majumdar
2018	J	`jnl`	Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization. Neural Process. Lett. Kavya Gupta, Angshul Majumdar
2018	J	`jnl`	Indian Regional Movie Dataset for Recommender Systems. CoRR Prerna Agarwal, Richa Verma, Angshul Majumdar
2018	Misc	`conf`	Machine Load Estimation Via Stacked Autoencoder Regression. ICASSP Tulika Bose, Angshul Majumdar, Tanushyam Chattopadhyay
2018	J	`jnl`	MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis. CoRR Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa, Angshul Majumdar
2018	J	`jnl`	Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. Neural Process. Lett. Vanika Singhal, Angshul Majumdar
2018	J	`jnl`	Motion Blur removal via Coupled Autoencoder. CoRR Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
2018	B	`conf`	Multi-spectral missing label prediction via restoration using deep residual dictionary learning. IJCNN Karthik Seemakurthy, Jayavardhana Gubbi, Shailesh S. Deshpande, Balamuralidhar Purushothaman, Angshul Majumdar
2018	Misc	`conf`	Regressing Kernel Dictionary Learning. ICASSP Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar
2018	B	`conf`	Robust Supervised Sparse Coding for Non-Intrusive Load Monitoring. IJCNN Megha Gupta, Angshul Majumdar
2018	J	`jnl`	Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Vanika Singhal, Angshul Majumdar
2018	J	`jnl`	Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements. IEEE Access Vanika Singhal, Angshul Majumdar, Rabab K. Ward
2018	—	`conf`	Semi-coupled Transform Learning. ICONIP (3) Jyoti Maggu, Angshul Majumdar
2018	J	`jnl`	Single Point Conducted EMI Sensor With Intelligent Inference for Detecting IT Appliances. IEEE Trans. Smart Grid Manoj Gulati, Shobha Sundar Ram, Angshul Majumdar, Amarjeet Singh
2018	B	`conf`	Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification. IJCNN Vanika Singhal, Angshul Majumdar
2018	—	`conf`	Transformed Locally Linear Manifold Clustering. EUSIPCO Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux
2018	Misc	`conf`	Unsupervised Deep Transform Learning. ICASSP Jyoti Maggu, Angshul Majumdar
2017	B	`conf`	Asymmetric stacked autoencoder. IJCNN Angshul Majumdar, Aditay Tripathi
2017	J	`jnl`	Balancing accuracy and diversity in recommendations using matrix completion framework. Knowl. Based Syst. Anupriya Gogna, Angshul Majumdar
2017	J	`jnl`	Class sparsity signature based Restricted Boltzmann Machine. Pattern Recognit. Anush Sankaran, Gaurav Goswami, Mayank Vatsa, Richa Singh, Angshul Majumdar
2017	B	`conf`	Class-wise deep dictionary learning. IJCNN Vanika Singhal, Prerna Khurana, Angshul Majumdar
2017	B	`conf`	Cold-start, warm-start and everything in between: An autoencoder based approach to recommendation. IJCNN Angshul Majumdar, Anant Jain
2017	—	`conf`	Collaborative Filtering with Label Consistent Restricted Boltzmann Machine. ICAPR Sagar Verma, Prince Patel, Angshul Majumdar
2017	B	`conf`	Deep Blind Compressed Sensing. DCC Shikha Singh, Vanika Singhal, Angshul Majumdar
2017	J	`jnl`	Detecting Silicone Mask-Based Presentation Attack via Deep Dictionary Learning. IEEE Trans. Inf. Forensics Secur. Ishan Manjani, Snigdha Tariyal, Mayank Vatsa, Richa Singh, Angshul Majumdar
2017	J	`jnl`	DiABlO: Optimization based design for improving diversity in recommender system. Inf. Sci. Anupriya Gogna, Angshul Majumdar
2017	J	`jnl`	Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar
2017	J	`jnl`	Energy efficient EEG acquisition and reconstruction for a Wireless Body Area Network. Integr. Wazir Singh, Ankita Shukla, Sujay Deb, Angshul Majumdar
2017	A*	`conf`	Face Sketch Matching via Coupled Deep Transform Learning. ICCV Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Afzel Noore, Angshul Majumdar
2017	J	`jnl`	Face Sketch Matching via Coupled Deep Transform Learning. CoRR Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Afzel Noore, Angshul Majumdar
2017	J	`jnl`	Face Verification via Class Sparsity Based Supervised Encoding. IEEE Trans. Pattern Anal. Mach. Intell. Angshul Majumdar, Richa Singh, Mayank Vatsa
2017	J	`jnl`	Gender and Ethnicity Classification of Iris Images using Deep Class-Encoder. CoRR Maneet Singh, Shruti Nagpal, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar
2017	B	`conf`	Gender and ethnicity classification of Iris images using deep class-encoder. IJCB Maneet Singh, Shruti Nagpal, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar
2017	B	`conf`	Greedy deep transform learning. ICIP Jyoti Maggu, Angshul Majumdar
2017	J	`jnl`	Group sparse autoencoder. Image Vis. Comput. Anush Sankaran, Mayank Vatsa, Richa Singh, Angshul Majumdar
2017	J	`jnl`	Hierarchical Representation Learning for Kinship Verification. IEEE Trans. Image Process. Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar
2017	B	`conf`	How to Train Your Neural Network with Dictionary Learning. DCC Vanika Singhal, Shikha Singh, Angshul Majumdar
2017	—	`conf`	Impulse denoising via transform learning. GlobalSIP Jyoti Maggu, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
2017	—	`conf`	Joint-sparse dictionary learning: Denoising multiple measurement vectors. GlobalSIP Prerna Singh, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
2017	B	`conf`	Kernel group sparse representation based classifier for multimodal biometrics. IJCNN Gaurav Goswami, Richa Singh, Mayank Vatsa, Angshul Majumdar
2017	J	`jnl`	Kernel transform learning. Pattern Recognit. Lett. Jyoti Maggu, Angshul Majumdar
2017	B	`conf`	Learning autoencoders with low-rank weights. ICIP Kavya Gupta, Angshul Majumdar
2017	B	`conf`	Motion blur removal via coupled autoencoder. ICIP Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
2017	—	`conf`	Noisy Deep Dictionary Learning. CODS Vanika Singhal, Angshul Majumdar
2017	B	`conf`	Noisy deep dictionary learning: Application to Alzheimer's Disease classification. IJCNN Angshul Majumdar, Vanika Singhal
2017	J	`jnl`	RODEO: Robust DE-aliasing autoencOder for real-time medical image reconstruction. Pattern Recognit. Janki Mehta, Angshul Majumdar
2017	B	`conf`	Robust greedy deep dictionary learning for ECG arrhythmia classification. IJCNN Angshul Majumdar, Rabab Kreidieh Ward
2017	Misc	`conf`	Robust transform learning. ICASSP Jyoti Maggu, Angshul Majumdar
2017	J	`jnl`	Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals. IEEE Trans. Biomed. Eng. Anupriya Gogna, Angshul Majumdar, Rabab Kreidieh Ward
2017	—	`conf`	Supervised Analysis Dictionary Learning: Application in Consumer Electronics Appliance Classification. CODS Protim Bhattacharjee, Shisagnee Banerjee, Manoj Gulati, Angshul Majumdar, Shobha Sundar Ram
2016	Misc	`conf`	A sparse regression based approach for cuff-less blood pressure measurement. ICASSP Monika Jain, Niranjan Kumar, Sujay Deb, Angshul Majumdar
2016	—	`conf`	Alternate formulation for transform learning. ICVGIP Jyoti Maggu, Angshul Majumdar
2016	B	`conf`	Analysis and Synthesis Prior Greedy Algorithms for Non-linear Sparse Recovery. DCC Kavya Gupta, Ankita Raj, Angshul Majumdar
2016	B	`conf`	Class-wise deep dictionaries for EEG classification. IJCNN Prerna Khurana, Angshul Majumdar, Rabab Kreidieh Ward
2016	C	`conf`	Compressive hyper-spectral imaging in the presence of real noise. IGARSS Hemant Kumar Aggarwal, Angshul Majumdar
2016	J	`jnl`	Deep Blind Compressed Sensing. CoRR Shikha Singh, Vanika Singhal, Angshul Majumdar
2016	—	`conf`	Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis. ICONIP (4) Vanika Singhal, Anupriya Gogna, Angshul Majumdar
2016	J	`jnl`	Deep Dictionary Learning. IEEE Access Snigdha Tariyal, Angshul Majumdar, Richa Singh, Mayank Vatsa
2016	B	`conf`	Fast Acquisition for Quantitative MRI Maps: Sparse Recovery from Non-Linear Measurements. DCC Anupriya Gogna, Angshul Majumdar
2016	J	`jnl`	Greedy Deep Dictionary Learning. CoRR Snigdha Tariyal, Angshul Majumdar, Richa Singh, Mayank Vatsa
2016	—	`conf`	Greedy deep dictionary learning for hyperspectral image classification. WHISPERS Snigdha Tariyal, Hemant Kumar Aggarwal, Angshul Majumdar
2016	J	`jnl`	Group sparse representation based classification for multi-feature multimodal biometrics. Inf. Fusion Gaurav Goswami, Paritosh Mittal, Angshul Majumdar, Mayank Vatsa, Richa Singh
2016	J	`jnl`	How to Train Your Deep Neural Network with Dictionary Learning. CoRR Vanika Singhal, Shikha Singh, Angshul Majumdar
2016	J	`jnl`	Hyperspectral Image Denoising Using Spatio-Spectral Total Variation. IEEE Geosci. Remote. Sens. Lett. Hemant Kumar Aggarwal, Angshul Majumdar
2016	J	`jnl`	Hyperspectral Unmixing in the Presence of Mixed Noise Using Joint-Sparsity and Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hemant Kumar Aggarwal, Angshul Majumdar
2016	J	`jnl`	Impulse denoising for hyper-spectral images: A blind compressed sensing approach. Signal Process. Angshul Majumdar, Naushad Ansari, Hemant Kumar Aggarwal, Pravesh Biyani
2016	—	`conf`	Kernel L1-Minimization: Application to Kernel Sparse Representation Based Classification. ICONIP (2) Anupriya Gogna, Angshul Majumdar
2016	B	`conf`	Low rank group sparse representation based classifier for pose variation. ICIP Shivangi Yadav, Maneet Singh, Mayank Vatsa, Richa Singh, Angshul Majumdar
2016	—	`conf`	Nuclear Norm Regularized Randomized Neural Network. ICONIP (2) Anupriya Gogna, Angshul Majumdar
2016	—	`conf`	Nuclear norm regularized robust dictionary learning for energy disaggregation. EUSIPCO Megha Gupta, Angshul Majumdar
2016	B	`conf`	Real-time reconstruction of EEG signals from compressive measurements via deep learning. IJCNN Angshul Majumdar, Rabab Kreidieh Ward
2016	J	`jnl`	Removing sparse noise from hyperspectral images with sparse and low-rank penalties. J. Electronic Imaging Snigdha Tariyal, Hemant Kumar Aggarwal, Angshul Majumdar
2016	Misc	`conf`	Robust dictionary learning: Application to signal disaggregation. ICASSP Angshul Majumdar, Rabab Kreidieh Ward
2016	B	`conf`	Robust estimation for subspace based classifiers. IJCNN Hemant Kumar Aggarwal, Angshul Majumdar
2016	—	`conf`	Semi Supervised Autoencoder. ICONIP (2) Anupriya Gogna, Angshul Majumdar
2016	—	`conf`	Sparse filtering based hyperspectral unmixing. WHISPERS Hemant Kumar Aggarwal, Angshul Majumdar
2016	B	`conf`	Sparsely connected autoencoder. IJCNN Kavya Gupta, Angshul Majumdar
2016	—	`conf`	Stacked Robust Autoencoder for Classification. ICONIP (3) Janki Mehta, Kavya Gupta, Anupriya Gogna, Angshul Majumdar, Saket Anand
2016	Misc	`conf`	Supervised Learning in Matrix Completion Framework for Recommender System Design. COMAD Anupriya Gogna, Angshul Majumdar
2015	J	`jnl`	A Comprehensive Recommender System Model: Improving Accuracy for Both Warm and Cold Start Users. IEEE Access Anupriya Gogna, Angshul Majumdar
2015	—	`conf`	A Kronecker Compressed Sensing formulation for energy efficient EEG sensing. ICAPR Ankita Shukla, Angshul Majumdar, Rabab K. Ward
2015	J	`jnl`	Analysis and Synthesis Prior Greedy Algorithms for Non-linear Sparse Recovery. CoRR Kavya Gupta, Ankita Raj, Angshul Majumdar
2015	J	`jnl`	Blind Compressive Sensing Framework for Collaborative Filtering. CoRR Anupriya Gogna, Angshul Majumdar
2015	C	`conf`	Blind compressive hyper-spectral imaging. IGARSS Hemant Kumar Aggarwal, Angshul Majumdar
2015	—	`conf`	Blind hyperspectral denoising. NCVPRIPG Hemant Kumar Aggarwal, Angshul Majumdar
2015	Misc	`conf`	Combining sparsity with rank-deficiency for energy efficient EEG sensing and transmission over Wireless Body Area Network. ICASSP Angshul Majumdar, Ankita Shukla, Rabab K. Ward
2015	—	`conf`	Compressive hyper-spectral imaging in the presence of impulse noise. WHISPERS Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar
2015	B	`conf`	Discriminative label consistent dictionary learning. ICIP Angshul Majumdar
2015	J	`jnl`	Energy efficient EEG sensing and transmission for wireless body area networks: A blind compressed sensing approach. Biomed. Signal Process. Control. Angshul Majumdar, Rabab K. Ward
2015	J	`jnl`	Exploiting inter-channel correlation in EEG signal reconstruction. Biomed. Signal Process. Control. Ankita Shukla, Angshul Majumdar
2015	J	`jnl`	Exploiting spatiospectral correlation for impulse denoising in hyperspectral images. J. Electronic Imaging Hemant Kumar Aggarwal, Angshul Majumdar
2015	J	`jnl`	Fast Acquisition for Quantitative MRI Maps: Sparse Recovery from Non-linear Measurements. CoRR Anupriya Gogna, Angshul Majumdar
2015	—	`conf`	Frontal face recognition from video via rank-aware multiple measurement vector recovery. DSP Angshul Majumdar
2015	J	`jnl`	High-resolution radar imaging of moving humans using doppler processing and compressed sensing. IEEE Trans. Aerosp. Electron. Syst. Shobha Sundar Ram, Angshul Majumdar
2015	Misc	`conf`	Hyper-spectral impulse denoising: A row-sparse Blind Compressed Sensing formulation. ICASSP Angshul Majumdar, Naushad Ansari, Hemant Kumar Aggarwal
2015	—	`conf`	Hyperspectral impulse denoising with sparse and low-rank penalties. WHISPERS Snigdha Tariyal, Hemant Kumar Aggarwal, Angshul Majumdar
2015	B	`conf`	Learning space-time dictionaries for blind compressed sensing dynamic MRI reconstruction. ICIP Angshul Majumdar, Rabab Kreidieh Ward
2015	Misc	`conf`	Learning the sparsity basis in low-rank plus sparse model for dynamic MRI reconstruction. ICASSP Angshul Majumdar, Rabab K. Ward
2015	—	`conf`	Low-rank matrix recovery from non-linear observations. DSP Protim Bhattacharjee, Prerna Khurana, Angshul Majumdar
2015	J	`jnl`	Matrix completion incorporating auxiliary information for recommender system design. Expert Syst. Appl. Anupriya Gogna, Angshul Majumdar
2015	—	`conf`	Matrix factorization model using Kacmarz algorithm: Application in sensor localization. DSP Anupriya Gogna, Angshul Majumdar
2015	C	`conf`	Mixed Gaussian and impulse denoising of hyperspectral images. IGARSS Hemant Kumar Aggarwal, Angshul Majumdar
2015	—	`conf`	Multi-spectral demosaicing: A joint-sparse elastic-net formulation. ICAPR Hemant Kumar Aggarwal, Angshul Majumdar
2015	J	`jnl`	Real-time Dynamic MRI Reconstruction using Stacked Denoising Autoencoder. CoRR Angshul Majumdar
2015	J	`jnl`	Row-sparse blind compressed sensing for reconstructing multi-channel EEG signals. Biomed. Signal Process. Control. Ankita Shukla, Angshul Majumdar
2015	—	`conf`	SVD free matrix completion with online bias correction for Recommender systems. ICAPR Anupriya Gogna, Angshul Majumdar
2015	—	`conf`	Scale-rotation invariant features from Non-Subsampled Contourlets. ICAPR Angshul Majumdar
2014	—	`conf`	A Blind Compressed Sensing formulation for collaborative filtering. ISSPIT Anuj Rajani, Paritosh Mittal, Aishwarya Jain, Angshul Majumdar
2014	J	`jnl`	A Low-Rank Matrix Recovery Approach for Energy Efficient EEG Acquisition for a Wireless Body Area Network. Sensors Angshul Majumdar, Anupriya Gogna, Rabab K. Ward
2014	—	`conf`	Accelerating low-rank matrix completion on GPUs. ICACCI Achal Shah, Angshul Majumdar
2014	—	`conf`	Compressive sensing multi-spectral demosaicing from single sensor architecture. ChinaSIP Hemant Kumar Aggarwal, Angshul Majumdar
2014	Misc	`conf`	Distributed Elastic Net Regularized Blind Compressive Sensing for Recommender System Design. COMAD Anupriya Gogna, Angshul Majumdar
2014	—	`conf`	Energy efficient acquisition and reconstruction of EEG signals. EMBC Wazir Singh, Ankita Shukla, Sujay Deb, Angshul Majumdar
2014	B	`conf`	Extension of Sparse Randomized Kaczmarz Algorithm for Multiple Measurement Vectors. ICPR Hemant Kumar Aggarwal, Angshul Majumdar
2014	J	`jnl`	Extension of Sparse Randomized Kaczmarz Algorithm for Multiple Measurement Vectors. CoRR Hemant Kumar Aggarwal, Angshul Majumdar
2014	—	`conf`	Generalized Synthesis and Analysis Prior Algorithms with Application to Impulse Denoising. ICVGIP Hemant Kumar Aggarwal, Angshul Majumdar
2014	Misc	`conf`	Improved MRI reconstruction via non-convex elastic net. ICASSP Angshul Majumdar, Rabab K. Ward
2014	B	`conf`	Matrix Recovery Using Split Bregman. ICPR Anupriya Gogna, Ankita Shukla, Angshul Majumdar
2014	—	`conf`	Metadata based recommender systems. ICACCI Paritosh Mittal, Aishwarya Jain, Angshul Majumdar
2014	—	`conf`	Non linear sparse recovery algorithm. ISSPIT Pallavi Das, Mansi Jain, Angshul Majumdar
2014	J	`jnl`	Non-convex row-sparse multiple measurement vector analysis prior formulation for EEG signal reconstruction. Biomed. Signal Process. Control. Angshul Majumdar, Rabab K. Ward
2014	—	`conf`	Parallelizing sparse recovery algorithms: A stochastic approach. DSP Achal Shah, Angshul Majumdar
2014	C	`conf`	Single-sensor multi-spectral image demosaicing algorithm using learned interpolation weights. IGARSS Hemant Kumar Aggarwal, Angshul Majumdar
2014	—	`conf`	Sparse recovery on GPUs: Accelerating the Iterative Soft-Thresholding Algorithm. ISSPIT Achal Shah, Angshul Majumdar
2014	B	`conf`	Split Bregman algorithms for sparse / joint-sparse and low-rank signal recovery: Application in compressive hyperspectral imaging. ICIP Anupriya Gogna, Ankita Shukla, Hemant Kumar Aggarwal, Angshul Majumdar
2013	J	`jnl`	Calibrationless Parallel Magnetic Resonance Imaging: A Joint Sparsity Model. Sensors Angshul Majumdar, Kunal Narayan Chaudhury, Rabab K. Ward
2013	—	`conf`	Dynamic CT Reconstruction by Smoothed Rank Minimization. MICCAI (3) Angshul Majumdar, Rabab K. Ward
2013	—	`conf`	Erratum: Dynamic CT Reconstruction by Smoothed Rank Minimization. MICCAI (3) Angshul Majumdar, Rabab K. Ward
2013	—	`conf`	Exploiting rank deficiency for MR image reconstruction from multiple partial K-space scans. CCECE Angshul Majumdar, Rabab K. Ward
2013	Misc	`conf`	Exploiting sparsity and rank-deficiency in dynamic MRI reconstruction. ICASSP Angshul Majumdar, Rabab K. Ward
2013	—	`conf`	Focuss algorithm for rank aware row-sparse MMV recovery. EUSIPCO Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
2013	J	`jnl`	Gabor based analysis prior formulation for EEG signal reconstruction. Biomed. Signal Process. Control. Mir Mohsina, Angshul Majumdar
2013	—	`conf`	Generalized Non-linear Sparse Classifier. EUSIPCO Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
2013	J	`jnl`	Matrix recovery using Split Bregman. CoRR Anupriya Gogna, Ankita Shukla, Angshul Majumdar
2013	—	`conf`	Multi-spectral demosaicing technique for single-sensor imaging. NCVPRIPG Hemant Kumar Aggarwal, Angshul Majumdar
2013	—	`conf`	Non-linear sparse and group sparse classifier. CCECE Angshul Majumdar, Rabab K. Ward
2013	J	`jnl`	Rank Awareness in Group-Sparse Recovery of Multi-Echo MR Images. Sensors Angshul Majumdar, Rabab K. Ward
2012	B	`conf`	A focuss based method for low rank matrix recovery. ICIP Angshul Majumdar, Rabab Kreidieh Ward, Tyseer Aboulnasr
2012	J	`jnl`	Algorithms to Approximately Solve NP Hard Row-Sparse MMV Recovery Problem: Application to Compressive Color Imaging. IEEE J. Emerg. Sel. Topics Circuits Syst. Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
2012	J	`jnl`	Compressed Sensing Based Real-Time Dynamic MRI Reconstruction. IEEE Trans. Medical Imaging Angshul Majumdar, Rabab K. Ward, Tyseer Aboulnasr
2012	J	`jnl`	FOCUSS Based Schatten-p Norm Minimization for Real-Time Reconstruction of Dynamic Contrast Enhanced MRI. IEEE Signal Process. Lett. Angshul Majumdar
2012	Misc	`conf`	Face recognition from video: An MMV recovery approach. ICASSP Angshul Majumdar, Rabab K. Ward
2012	J	`jnl`	On the choice of Compressed Sensing priors and sparsifying transforms for MR image reconstruction: An experimental study. Signal Process. Image Commun. Angshul Majumdar, Rabab K. Ward
2012	Misc	`conf`	Synthesis and analysis prior algorithms for joint-sparse recovery. ICASSP Angshul Majumdar, Rabab Kreidieh Ward
2011	—	`conf`	Compressed sensing based MR image reconstruction from multiple partial K-space scans. SiPS Angshul Majumdar, Rabab K. Ward
2011	J	`jnl`	Increasing energy efficiency in sensor networks: blue noise sampling and non-convex matrix completion. Int. J. Sens. Networks Angshul Majumdar, Rabab K. Ward
2011	J	`jnl`	Some empirical advances in matrix completion. Signal Process. Angshul Majumdar, Rabab Kreidieh Ward
2010	B	`conf`	A Matrix Completion Approach to Reduce Energy Consumption in Wireless Sensor Networks. DCC Angshul Majumdar, Rabab Kreidieh Ward
2010	J	`jnl`	Compressed sensing of color images. Signal Process. Angshul Majumdar, Rabab K. Ward
2010	B	`conf`	Compressive color imaging with group-sparsity on analysis prior. ICIP Angshul Majumdar, Rabab Kreidieh Ward
2010	J	`jnl`	Improved Group Sparse Classifier. Pattern Recognit. Lett. Angshul Majumdar, Rabab K. Ward
2010	Misc	`conf`	Non-convex group sparsity: Application to color imaging. ICASSP Angshul Majumdar, Rabab Kreidieh Ward
2010	J	`jnl`	Robust Classifiers for Data Reduced via Random Projections. IEEE Trans. Syst. Man Cybern. Part B Angshul Majumdar, Rabab K. Ward
2010	—	`conf`	Under-Determined Non-cartesian MR Reconstruction with Non-convex Sparsity Promoting Analysis Prior. MICCAI (3) Angshul Majumdar, Rabab K. Ward
2009	J	`jnl`	A comparative study in wavelets, curvelets and contourlets as feature sets for pattern recognition. Int. Arab J. Inf. Technol. Angshul Majumdar, Arusharka Bhattacharya
2009	—	`conf`	Classification by Linearity Assumption. ICAPR Angshul Majumdar, A. Bhattacharya
2009	Misc	`conf`	Classification via group sparsity promoting regularization. ICASSP Angshul Majumdar, Rabab K. Ward
2009	—	`conf`	Discriminative SIFT features for face recognition. CCECE Angshul Majumdar, Rabab Kreidieh Ward
2009	J	`jnl`	Image compression by sparse PCA coding in curvelet domain. Signal Image Video Process. Angshul Majumdar
2008	—	`conf`	Frontal Face Recognition from Video. ISVC (2) Angshul Majumdar, Panos Nasiopoulos
2008	Misc	`conf`	Pseudo-Fisherface method for single image per person face recognition. ICASSP Angshul Majumdar, Rabab K. Ward
2008	B	`conf`	Single image per person face recognition with images synthesized by non-linear approximation. ICIP Angshul Majumdar, Rabab K. Ward
2007	A	`conf`	Curvelet-Based Multi SVM Recognizer for Offline Handwritten Bangla: A Major Indian Script. ICDAR Angshul Majumdar, B. B. Chaudhuri
2007	—	`conf`	Face Recognition by Curvelet Based Feature Extraction. ICIAR Tanaya Mandal, Angshul Majumdar, Q. M. Jonathan Wu
2007	—	`conf`	Face Recognition by Multiresolution Contourlet Transform on Bit Quantized Facial Images. IICAI Angshul Majumdar, S. Ray, A. Bhattacharya
2006	—	`conf`	A MLP Classifier for Both Printed and Handwritten Bangla Numeral Recognition. ICVGIP Angshul Majumdar, B. B. Chaudhuri