Computational Learning Theory (180)
58:51
Who is Afraid of Non-Convex Loss Functions?
Dec 29, 2007 47216 views
25:34
What is the Optimal Number of Features? A learning theoretic perspective
Feb 25, 2007 6925 views
01:02:06
What Do Unique Games, Structural Biology and the Low-Rank Matrix Completion Prob...
Jul 30, 2009 6197 views
05:31
Welcome
Oct 29, 2014 3027 views
01:09:48
Vowpal Wabbit
Jan 13, 2011 19760 views
16:53
Volumetric Ellipsoids: An exploration basis for learning
Jul 15, 2014 2155 views
26:24
Visual pattern encoding on the Poincaré sphere
Oct 29, 2014 2469 views
04:19
Vector-Valued Property Elicitation
Aug 20, 2015 1809 views
04:12
Variable Selection is Hard
Aug 20, 2015 1910 views
51:30
Unsupervised Learning for Stereo Vision
Jul 30, 2009 6180 views
12:07
Universal Multi-Dimensional Scaling
Oct 1, 2010 3222 views
19:44
Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiabil...
Jul 15, 2014 2551 views
15:54
Uniqueness of ordinal embedding
Jul 15, 2014 2744 views
15:58
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and N...
Jul 15, 2014 2425 views
07:01
Truthful Linear Regression
Aug 20, 2015 3311 views
28:00
Tracking dynamic point processes on networks
Oct 29, 2014 2270 views
31:19
Towards feasible PAC-learning probabilistic deterministic finite automata
Oct 9, 2008 3947 views
03:13
Thompson Sampling for Learning Parameterized Markov Decision Processes
Aug 20, 2015 1763 views
01:07:18
The Unreasonable Effectivness Of Deep Learning
Oct 29, 2014 41164 views
06:24
The sample complexity of agnostic learning under deterministic labels
Jul 15, 2014 3276 views
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