Compressed Sensing (26)
06:35
Welcome to ROKS 2013
Aug 26, 2013
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3832 views
26:42
The Graph-guided Group Lasso
Aug 26, 2013
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4049 views
25:02
The First-Order View of Boosting Methods: Computational Complexity and Connectio...
Aug 26, 2013
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3246 views
17:32
Subspace Learning
Aug 26, 2013
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5494 views
28:27
Structured Low-Rank Approximation as Optimization on a Grassmann Manifold
Aug 26, 2013
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4491 views
27:49
Scalable Structured Low Rank Matrix Optimization Problems
Aug 26, 2013
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3497 views
27:21
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization
Aug 26, 2013
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5601 views
53:06
Primal-Dual Subgradient Methods for Huge-Scale Problems
Aug 26, 2013
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5895 views
23:34
Output Kernel Learning Methods
Aug 26, 2013
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4423 views
51:27
Multi-task Learning
Aug 26, 2013
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8047 views
43:46
Minimum Error Entropy Principle for Learning
Aug 26, 2013
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4415 views
41:47
Living on the Edge - Phase Transitions in Random Convex Programs
Aug 26, 2013
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5391 views
24:15
Learning with Marginalized Corrupted Features
Aug 26, 2013
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4729 views
49:13
Learning from Weakly Labeled Data
Aug 26, 2013
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5379 views
24:03
Kernel Based Identification of Systems with Multiple Outputs Using Nuclear Norm ...
Aug 26, 2013
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3194 views
57:35
From Kernels to Causality
Aug 26, 2013
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5859 views
13:57
Fixed-Size Pegasos for Large Scale Pinball Loss SVM
Aug 26, 2013
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3272 views
30:06
Feature Selection via Detecting Ineffective Features
Aug 26, 2013
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3775 views
24:35
Fast Algorithms for Informed Source Separation
Aug 26, 2013
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3118 views
53:20
Dynamic ℓ1 Reconstruction
Aug 26, 2013
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4513 views
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