sparse recovery

Greedy Feature Selection for Subspace Clustering JMLR 2013 Guaranteed Sparse Recovery under Linear Transformation ICML 2013 Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013 One-Bit Compressed Sensing: Provable Support and Vector Recovery ICML 2013 Phase Retrieval using Alternating Minimization NeurIPS 2013 Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NeurIPS 2013 When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NeurIPS 2013 Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit AISTATS 2012 Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization NeurIPS 2012 Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery NeurIPS 2012 Reconstruction from Anisotropic Random Measurements COLT 2012 Recovery of Sparse Probability Measures via Convex Programming NeurIPS 2012 Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions NeurIPS 2012 Minimax Localization of Structural Information in Large Noisy Matrices NeurIPS 2011 Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels NeurIPS 2011 Orthogonal Matching Pursuit with Replacement NeurIPS 2011 Robust Lasso with missing and grossly corrupted observations NeurIPS 2011 Sparse recovery by thresholded non-negative least squares NeurIPS 2011 Sparse Recovery with Brownian Sensing NeurIPS 2011 A Dirty Model for Multi-task Learning NeurIPS 2010 Learning Networks of Stochastic Differential Equations NeurIPS 2010 Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing NeurIPS 2009 Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis NeurIPS 2009 Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME) NeurIPS 2009 Resolution Limits of Sparse Coding in High Dimensions NeurIPS 2008