Showing 1–20 of 103 results
/ Date/ Name
Mar 20, 2014On The Sample Complexity of Sparse Dictionary LearningJun 26, 2017Beyond Moore-Penrose Part I: Generalized Inverses that Minimize Matrix NormsJun 24, 2015Flexible Multi-layer Sparse Approximations of Matrices and ApplicationsJun 5, 2015Sparsity and cosparsity for audio declipping: a flexible non-convex approachOct 27, 2016Compressive K-meansFeb 5, 2016Compressive Spectral ClusteringJul 19, 2014Sparse and spurious: dictionary learning with noise and outliersMar 21, 2013Projection onto the Cosparse Set is NP-HardOct 2, 2015Stable recovery of low-dimensional cones in Hilbert spaces: One RIP to rule them allNov 16, 2015Random sampling of bandlimited signals on graphsJun 6, 2014Separable Cosparse Analysis Operator LearningNov 11, 2011Well-posedness of the permutation problem in sparse filter estimation with lp minimizationJun 30, 2023Abide by the Law and Follow the Flow: Conservation Laws for Gradient FlowsMay 21, 2024Keep the Momentum: Conservation Laws beyond Euclidean Gradient FlowsDec 13, 2013Sample Complexity of Dictionary Learning and other Matrix FactorizationsJun 9, 2016Sketching for Large-Scale Learning of Mixture ModelsJun 22, 2017Compressive Statistical Learning with Random Feature MomentsSep 23, 2015Recipes for stable linear embeddings from Hilbert spaces to R^mSep 29, 2015Accelerated Spectral Clustering Using Graph Filtering Of Random SignalsFeb 25, 2011The restricted isometry property meets nonlinear approximation with redundant frames