LIST OF TOP LECTURES (counting since March 2007):

Page 1 of 75    > Next       Last

[syn]  9893 views, 03:02:12 Basics of probability and statistics Mikaela Keller 27 comments	[syn]  6885 views, 04:59:19 Machine Learning, Probability and Graphical Models Sam Roweis 13 comments	[syn]  4163 views, 01:00:47 Gaussian Process Basics David MacKay	[syn]  3967 views, 03:54:31 Support Vector Machines Chih-Jen Lin 8 comments	[syn]  3869 views, 01:43:02 Fuzzy Logic Michael Berthold 18 comments
[syn]  3571 views, 05:02:23 Statistical Learning Theory John Shawe-Taylor	2995 views, 00:22:51 Force, law and the prospects of survival Noam Chomsky 2 comments	[syn]  2072 views, 01:01:24 Semisupervised Learning Approaches Tom Mitchell 3 comments	447 views, 00:04:18 Students performing "Easy" on the last day of the MLSS 2 comments	[syn]  385 views, 05:22:53 Monte Carlo Simulation for Statistical Inference, Model Selection and Decision Making Nando de Freitas 6 comments
invited talk [syn]  1009 views, 01:09:28 POWERSET - Natural Language and the Semantic Web Barney Pell 1 comment	[syn]  1432 views, 03:42:37 Graphical models Zoubin Ghahramani 8 comments	[syn]  2391 views, 06:39:36 Probabilistic Graphical Models Sam Roweis 8 comments	[syn]  2316 views, 01:34:18 A short Tutorial on Semantic Web York Sure 3 comments	[syn]  379 views, 01:53:15 Group Theory and Machine Learning Imre Risi Kondor 1 comment
765 views, 01:12:20 On The History of Ugliness Umberto Eco 3 comments	[syn]  1300 views, 01:34:49 Dirichlet Processes: Tutorial and Practical Course Yee Whye Teh 1 comment	2159 views, 04:16:53 Learning with Kernels Bernhard Schölkopf 4 comments	[syn]  2158 views, 00:42:43 A Tutorial Introduction to Stochastic Differential Equations: Continuous-time Gaussian Markov Processes Chris Williams 7 comments	[syn]  303 views, 05:12:02 Kernel methods and Support Vector Machines Alexander J. Smola
[syn]  1404 views, 03:24:20 Lectures on Clustering Ulrike von Luxburg 2 comments	keynote talk [syn]  1923 views, 01:00:29 Where the Social Web Meets the Semantic Web Tom Gruber	invited talk [syn]  1147 views, 00:57:23 Challenges in Social Network Data: Processes, Privacy and Paradoxes Jon Kleinberg 3 comments	invited talk [syn]  1276 views, 01:17:48 Introduction to Machine Learning Isabelle Guyon	invited talk [syn]  1319 views, 00:57:29 Kernel Tricks, Means and Ends Bernhard Schölkopf
[syn]  1764 views, 05:18:05 Statistical Learning Theory Olivier Bousquet 2 comments	[syn]  1056 views, 02:14:31 Introduction to kernel methods Alexander J. Smola 8 comments	innovation award [syn]  1064 views, 00:48:33 A Data Miner’s Story – Getting to Know the Grand Challenges Usama Fayyad 1 comment	[syn]  1703 views, 02:54:53 Some Mathematical Tools for Machine Learning Chris Burges 2 comments	invited talk [syn]  1664 views, 01:05:42 Dirichlet Processes, Chinese Restaurant Processes, and all that Michael I. Jordan 3 comments
1520 views, 00:21:53 Interview with Tim Berners Lee Marko Grobelnik, Tim Berners Lee 3 comments	[syn]  241 views, 02:25:53 Introduction to Statistical Machine Learning Marcus Hutter 1 comment	[syn]  1626 views, 01:06:55 Generative Models for Visual Objects and Object Recognition via Bayesian Inference Fei-Fei Li 1 comment	[syn]  901 views, 05:02:32 Bayesian inference and Gaussian processes Carl Edward Rasmussen 4 comments	[syn]  29 views, 05:27:43 Online Learning, Regret Minimization, and Game Theory Avrim Blum
[syn]  240 views, 00:26:21 Identifying the Influential Bloggers Nitin Agarwal 1 comment	1295 views, 00:04:38 Interview with Fei-Fei Li Fei-Fei Li	[syn]  210 views, 00:50:28 Spectral Clustering Arik Azran	[syn]  1225 views, 02:07:12 Boosting Robert Schapire 1 comment	[syn]  1212 views, 04:31:39 Kernel Methods Alexander J. Smola 2 comments

TOP LECTURES

Page 1 of 75    > Next       Last