conftrace_

support recovery

43 papers

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Co-occurring keywords

compressed sensing (201) sparse regression (175) sparse recovery (113) sample complexity (1169) sparse signal (20) high-dimensional statistics (145) orthogonal matching pursuit (29) sparse linear regression (49) sparse signal recovery (24) sparse optimization (246)

Papers

Exact Recovery of Hard Thresholding Pursuit NIPS 2016
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs JMLR 2016
Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices AISTATS 2016
One Scan 1-Bit Compressed Sensing AISTATS 2016
Sparse Support Recovery with Non-smooth Loss Functions NIPS 2016
Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing ICML 2015
One-bit Compressed Sensing with the k-Support Norm AISTATS 2015
Information-Theoretic Characterization of Sparse Recovery AISTATS 2014
A Unified Framework for Consistency of Regularized Loss Minimizers ICML 2014
Sparse PCA via Covariance Thresholding NIPS 2014
Robust Sparse Regression under Adversarial Corruption ICML 2013
One-Bit Compressed Sensing: Provable Support and Vector Recovery ICML 2013
Block Regularized Lasso for Multivariate Multi-Response Linear Regression AISTATS 2013
Noisy and Missing Data Regression: Distribution-Oblivious Support Recovery ICML 2013
Robust Lasso with missing and grossly corrupted observations NIPS 2011
Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis NIPS 2009
Phase transitions for high-dimensional joint support recovery NIPS 2008
High-dimensional support union recovery in multivariate regression NIPS 2008