06:35
Welcome to ROKS 2013
Aug 26, 2013 3856 views
26:42
The Graph-guided Group Lasso
Aug 26, 2013 4083 views
25:02
The First-Order View of Boosting Methods: Computational Complexity and Connectio...
Aug 26, 2013 3261 views
17:32
Subspace Learning
Aug 26, 2013 5510 views
28:27
Structured Low-Rank Approximation as Optimization on a Grassmann Manifold
Aug 26, 2013 4510 views
27:49
Scalable Structured Low Rank Matrix Optimization Problems
Aug 26, 2013 3529 views
27:21
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization
Aug 26, 2013 5632 views
53:06
Primal-Dual Subgradient Methods for Huge-Scale Problems
Aug 26, 2013 5922 views
23:34
Output Kernel Learning Methods
Aug 26, 2013 4439 views
51:27
Multi-task Learning
Aug 26, 2013 8076 views
43:46
Minimum Error Entropy Principle for Learning
Aug 26, 2013 4433 views
41:47
Living on the Edge - Phase Transitions in Random Convex Programs
Aug 26, 2013 5430 views
24:15
Learning with Marginalized Corrupted Features
Aug 26, 2013 4750 views
49:13
Learning from Weakly Labeled Data
Aug 26, 2013 5403 views
24:03
Kernel Based Identification of Systems with Multiple Outputs Using Nuclear Norm ...
Aug 26, 2013 3211 views
57:35
From Kernels to Causality
Aug 26, 2013 5881 views
13:57
Fixed-Size Pegasos for Large Scale Pinball Loss SVM
Aug 26, 2013 3284 views
30:06
Feature Selection via Detecting Ineffective Features
Aug 26, 2013 3805 views
24:35
Fast Algorithms for Informed Source Separation
Aug 26, 2013 3142 views
53:20
Dynamic ℓ1 Reconstruction
Aug 26, 2013 4539 views