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LIST OF TOP LECTURES
(counting since March 2007)
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[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
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