NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: For Transform Invariant..
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Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: TILT: For Transform Invariant Low-Rank Structures in Images by Yi Ma, University of Illinois at Urbana-Champaign Abstract: In this talk, we will introduce a fundamental computational tool, namely TILT, for extracting rich low-rank structures in images and vid... Read more
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- -: NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: For Transform Invariant..
February 8, 2012 (about 12 years ago)Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: TILT: For Transform Invariant Low-Rank Structures in Images by Yi Ma, University of Illinois at Urbana-Champaign Abstract: In this talk, we will introduce a fundamental computational tool, namely TILT, for ext...
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- -: NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: Fast global convergence...
February 8, 2012 (about 12 years ago)Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: Computation meets Statistics: Fast global convergence for high-dimensional statistical recovery by Martin Wainwright, University of California at Berkeley, Department of Statistics and EECS Abstract: Many sta...
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- -: NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: Local Analysis...
February 9, 2012 (about 12 years ago)Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: Local Analysis of Sparse Coding in the Presence of Noise by Rodolphe Jenatton, INRIA / Ecole Normale Supérieure Abstract: A popular approach within the signal processing and machine learning communities consis...
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- -: NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: Recovery of a Sparse...
February 9, 2012 (about 12 years ago)Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: Recovery of a Sparse Integer Solution to an Underdetermined System of Linear Equations by Soumitra Pal
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- -: NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: Robust Sparse Analysis...
February 9, 2012 (about 12 years ago)Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: Robust Sparse Analysis Regularization by Gabriel Peyré, CNRS, CEREMADE, Université Paris-Dauphine Abstract: In this talk I will detail several key properties of L1-analysis regularization for the resolution o...
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- -: NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: Dictionary-Dependent Penalties...
February 9, 2012 (about 12 years ago)Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: Dictionary-Dependent Penalties for Sparse Estimation and Rank Minimization by David Wipf, University of California at San Diego Abstract: In the majority of recent work on sparse estimation algorithms, perfor...
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- -: NIPS 2011 Sparse Representation & Low-rank Approximation Workshop: Group Sparse Hidden Markov...
February 9, 2012 (about 12 years ago)Sparse Representation and Low-rank Approximation Workshop at NIPS 2011 Invited Talk: Group Sparse Hidden Markov Models by Jen-Tzung Chien, National Cheng Kung University, Taiwan
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