Computational Learning Theory (180)
58:51
Who is Afraid of Non-Convex Loss Functions?
Dec 29, 2007
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46827 views
25:34
What is the Optimal Number of Features? A learning theoretic perspective
Feb 25, 2007
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6914 views
01:02:06
What Do Unique Games, Structural Biology and the Low-Rank Matrix Completion Prob...
Jul 30, 2009
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6180 views
05:31
Welcome
Oct 29, 2014
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3013 views
01:09:48
Vowpal Wabbit
Jan 13, 2011
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19700 views
16:53
Volumetric Ellipsoids: An exploration basis for learning
Jul 15, 2014
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2134 views
26:24
Visual pattern encoding on the Poincaré sphere
Oct 29, 2014
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2452 views
04:19
Vector-Valued Property Elicitation
Aug 20, 2015
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1788 views
04:12
Variable Selection is Hard
Aug 20, 2015
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1884 views
51:30
Unsupervised Learning for Stereo Vision
Jul 30, 2009
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6161 views
12:07
Universal Multi-Dimensional Scaling
Oct 1, 2010
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3216 views
19:44
Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiabil...
Jul 15, 2014
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2536 views
15:54
Uniqueness of ordinal embedding
Jul 15, 2014
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2724 views
15:58
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and N...
Jul 15, 2014
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2411 views
07:01
Truthful Linear Regression
Aug 20, 2015
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3300 views
28:00
Tracking dynamic point processes on networks
Oct 29, 2014
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2256 views
31:19
Towards feasible PAC-learning probabilistic deterministic finite automata
Oct 9, 2008
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3935 views
03:13
Thompson Sampling for Learning Parameterized Markov Decision Processes
Aug 20, 2015
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1732 views
01:07:18
The Unreasonable Effectivness Of Deep Learning
Oct 29, 2014
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41064 views
06:24
The sample complexity of agnostic learning under deterministic labels
Jul 15, 2014
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3255 views
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