Computational Learning Theory (180)

video-img
58:51

Who is Afraid of Non-Convex Loss Functions?

Yann LeCun

Dec 29, 2007

 · 

46827 views

video-img
25:34

What is the Optimal Number of Features? A learning theoretic perspective

Amir Navot

Feb 25, 2007

 · 

6914 views

video-img
01:02:06

What Do Unique Games, Structural Biology and the Low-Rank Matrix Completion Prob...

Amit Singer

Jul 30, 2009

 · 

6180 views

video-img
05:31

Welcome

Oct 29, 2014

 · 

3013 views

video-img
01:09:48

Vowpal Wabbit

John Langford,

Nikos Karampatziakis,

Matt Hoffman,

Daniel Hsu

Jan 13, 2011

 · 

19700 views

video-img
16:53

Volumetric Ellipsoids: An exploration basis for learning

Zohar Karnin

Jul 15, 2014

 · 

2134 views

video-img
26:24

Visual pattern encoding on the Poincaré sphere

Aleksandra Pizurica

Oct 29, 2014

 · 

2452 views

video-img
04:19

Vector-Valued Property Elicitation

Rafael M. Frongillo

Aug 20, 2015

 · 

1788 views

video-img
04:12

Variable Selection is Hard

Justin Thaler

Aug 20, 2015

 · 

1884 views

video-img
51:30

Unsupervised Learning for Stereo Vision

David McAllester

Jul 30, 2009

 · 

6161 views

video-img
12:07

Universal Multi-Dimensional Scaling

Arvind Agarwal

Oct 1, 2010

 · 

3216 views

video-img
19:44

Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiabil...

Moses Charikar

Jul 15, 2014

 · 

2536 views

video-img
15:54

Uniqueness of ordinal embedding

Matthäus Kleindessner

Jul 15, 2014

 · 

2724 views

video-img
15:58

Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and N...

Francesco Orabona

Jul 15, 2014

 · 

2411 views

video-img
07:01

Truthful Linear Regression

Rachel Cummings

Aug 20, 2015

 · 

3300 views

video-img
28:00

Tracking dynamic point processes on networks

Rebecca Willett

Oct 29, 2014

 · 

2256 views

video-img
31:19

Towards feasible PAC-learning probabilistic deterministic finite automata

Ricard Gavalda

Oct 9, 2008

 · 

3935 views

video-img
03:13

Thompson Sampling for Learning Parameterized Markov Decision Processes

Aditya Gopalan

Aug 20, 2015

 · 

1732 views

video-img
01:07:18

The Unreasonable Effectivness Of Deep Learning

Yann LeCun

Oct 29, 2014

 · 

41064 views

video-img
06:24

The sample complexity of agnostic learning under deterministic labels

Ruth Urner

Jul 15, 2014

 · 

3255 views