7:30 am |
Opening Remarks |
7:40 am |
Local Analysis of Sparse Coding in the Presence of Noise Rodolphe Jenatton (Invited Talk) |
8:10 am |
Recovery of a Sparse Integer Solution to an Underdetermined System of Linear
Equations T.S. Jayram, Soumitra Pal, Vijay Arya |
8:30 am | Coffee Break |
8:40 am |
Robust Sparse Analysis Regularization Gabriel Peyré (Invited Talk) |
9:10 am | Poster Session I |
9:40 am |
Dictionary-Dependent Penalties for Sparse Estimation and Rank Minimization David Wipf (Invited Talk) |
10:10 am |
Group Sparse Hidden Markov Models Jen-Tzung Chien, Cheng-Chun Chiang |
4:00 pm |
Opening Remarks |
4:05 pm |
Fast and Memory-efficient Low Rank Approximation of Massive Graphs Inderjit Dhillon (Invited Talk) |
4:40 pm |
Contributed Mini-Talks |
Automatic Relevance Determination in Nonnegative Matrix
Factorization with the Beta-Divergence Vincent Y.F. Tan, Cédric Févotte |
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Coordinate Descent for Learning with Sparse Matrix Regularization Miroslav Dudik, Zaid Harchaoui, Jerome Malick |
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Divide-and-Conquer Matrix Factorization Lester Mackey, Ameet Talwalkar, Michael I. Jordan |
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Online Spectral Identification of Dynamical Systems Byron Boots, Geoff Gordon |
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Fast Approximation of Matrix Coherence and Statistical Leverage Michael Mahoney |
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5:20 pm | Poster Session II and Coffee Break |
5:50 pm |
TILT: For Transform Invariant Low-Rank Structures in Images Yi Ma (Invited Talk) |
6:25 pm |
Computation meets Statistics: Fast global convergence for high-dimensional statistical recovery Martin Wainwright (Invited Talk - Jamón Lecture) |