MLSS 2011 - Bordeaux

Machine Learning Summer School (MLSS ), Bordeaux 2011

The school provides tutorials and practical sessions on basic and advanced topics of machine learning by leading researchers in the field. The summer school is intended for students, young researchers and industry practitioners with an interest in machine learning and a strong mathematical background.

The school addresses the following topics: Learning Theory, Bayesian inference, Monte Carlo Methods, Sparse Methods, Reinforcement Learning, Robot Learning, Boosting, Kernel Methods, Bayesian Nonparametrics, Convex Optimization and Graphical Models.

Detailed information can be found at the summer school homepage.

Categories

Top » Computer Science » Machine Learning


Invited Talks
[syn] 24543 views, 1:19:50 Invited talk Low-rank modelingLow-rank modeling Emmanuel Candes Emmanuel Candes	[syn] 5671 views, 1:01:39 Invited talk Early language bootstrappingEarly language bootstrapping Emmanuel Dupoux Emmanuel Dupoux
Tutorials
[syn] 16010 views, 3:28:45 Tutorial Kernel MethodsKernel Methods Bernhard Schölkopf Bernhard Schölkopf	[syn] 18036 views, 4:31:12 Tutorial Monte Carlo MethodsMonte Carlo Methods Arnaud Doucet Arnaud Doucet 1 comment	[syn] 27501 views, 4:05:13 Tutorial Bayesian InferenceBayesian Inference Peter Green Peter Green 1 comment	[syn] 35435 views, 4:51:54 Tutorial Bayesian NonparametricsBayesian Nonparametrics Yee Whye Teh Yee Whye Teh	[syn] 8574 views, 4:49:33 Tutorial Sparse Methods for Under-determined Inverse ProblemsSparse Methods for Under-determined Inverse Problems Rémi Gribonval Rémi Gribonval
[syn] 21202 views, 4:25:58 Tutorial Convex Optimization Convex Optimization Lieven Vandenberghe Lieven Vandenberghe 2 comments	[syn] 8041 views, 3:41:29 Tutorial Learning Theory: statistical and game-theoretic approachesLearning Theory: statistical and game-theoretic approaches Nicolò Cesa-Bianchi Nicolò Cesa-Bianchi 1 comment	[syn] 28960 views, 4:21:17 Tutorial Graphical Models and message-passing algorithmsGraphical Models and message-passing algorithms Martin J. Wainwright Martin J. Wainwright

Reviews and comments:

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MLSS 2011 - Bordeaux

Machine Learning Summer School (MLSS ), Bordeaux 2011

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