Stochastic Optimization (14)

video-img
15:20

A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Tra...

Nicolas Le Roux

2013-01-22

 · 

7416 Views

Lecture
video-img
14:26

Graphical Models via Generalized Linear Models

Eunho Yang

2013-01-16

 · 

5682 Views

Lecture
video-img
21:06

Privacy Aware Learning

John Duchi

2013-01-16

 · 

4167 Views

Lecture
video-img
02:41

Factoring nonnegative matrices with linear programs

Victor Bittorf

2013-01-14

 · 

3141 Views

Demonstration
video-img
23:06

Stochastic optimization with non-i.id. noise

Alekh Agarwal

2012-01-25

 · 

3979 Views

Lecture
video-img
51:54

Lock-Free Approaches to Parallelizing Stochastic Gradient Descent

Benjamin Recht

2012-01-25

 · 

7802 Views

Invited Talk
video-img
19:55

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Ohad Samir

2012-01-25

 · 

4259 Views

Lecture
video-img
03:42

Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learn...

Francis R. Bach

2012-01-19

 · 

3867 Views

Demonstration
video-img
17:43

Beyond the regret minimization barrier: an optimal algorithm for stochastic stro...

Satyen Kale

2011-08-02

 · 

3627 Views

Lecture
video-img
03:25

Online Learning for Latent Dirichlet Allocation

Matt Hoffman

2011-03-25

 · 

8524 Views

Demonstration
video-img
24:59

A Stochastic Memoizer for Sequence Data

Frank Wood

2009-08-26

 · 

6513 Views

Lecture
video-img
21:58

Stochastic Search Using the Natural Gradient

Sun Yi

2009-08-26

 · 

4665 Views

Lecture
video-img
29:29

Stochastic Models of User-Contributory Web Sites

Tad Hogg

2009-06-24

 · 

3585 Views

Lecture
video-img
51:12

An efficient approach to stochastic optimal control

Bert Kappen

2008-08-05

 · 

11853 Views

Lecture