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orthogonal matching pursuit

29 papers

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Also known as

OMP

Co-occurring keywords

compressed sensing (198) greedy algorithm (242) sparse recovery (113) sparse representation (297) sparse regression (175) support recovery (43) variable selection (146) sparse coding (234) feature selection (649) dictionary learning (277)

Papers

Recovery Guarantees for Distributed-OMP AISTATS 2024
Fast Feature Selection with Fairness Constraints AISTATS 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NIPS 2023
Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NIPS 2021
Multi-Dimensional Classification via Sparse Label Encoding ICML 2021
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training ICML 2021
Sparse Bayesian Learning via Stepwise Regression ICML 2021
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding ICML 2020
Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018
Orthogonal Matching Pursuit for Text Classification EMNLP 2018
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds NIPS 2018
Analysis of sparse representation based feature on speech mode classification INTERSPEECH 2018
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image CVPR 2017
Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery NIPS 2017
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016
Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit NIPS 2014
Rank-One Matrix Pursuit for Matrix Completion ICML 2014
Stable and Efficient Representation Learning with Nonnegativity Constraints ICML 2014
Variable Selection in High-Dimension with Random Designs and Orthogonal Matching Pursuit JMLR 2013
Greedy Feature Selection for Subspace Clustering JMLR 2013
Noisy and Missing Data Regression: Distribution-Oblivious Support Recovery ICML 2013
Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels NIPS 2011
Orthogonal Matching Pursuit with Replacement NIPS 2011
Hierarchical Matching Pursuit for Image Classification: Architecture and Fast Algorithms NIPS 2011