Yann LeCun
homepage:http://yann.lecun.com/
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Description

My main research interests are Machine Learning, Computer Vision, Mobile Robotics, Computational Neuroscience. I am also interested in Data Compression, Digital Libraries, the Physics of Computation, and all the applications of machine learning (Vision, Speech, Language, Document understanding, Data Mining, Bioinformatics).


Lectures:

votesvotesvotesvotesvotes [syn]  3144 views, 1:01:41  
tutorial
flag Tutorial on Learning Deep Architectures
as author at  Workshops,
together with: Yoshua Bengio,
3144 views
 
votesvotesvotesvotesvotes [syn]  2516 views, 58:51   invited speaker
 lecture
flag Who is Afraid of Non-Convex Loss Functions?
as author at  NIPS Workshop on Efficient Machine Learning, Whistler 2007,
2516 views
[syn]  424 views, 16:38   Discussant
 lecture
flag Discussion of Erik Sudderth's talk: NPB Hype or Hope?
as author at  Bayesian Nonparametric Methods: Hope or Hype?,
424 views
 
[syn]  813 views, 58:51  
lecture
flag Learning Feature Hierarchies
as author at  Machine Learning Summer School (MLSS), Chicago 2009,
813 views
974 views, 15:24  
interview
flag Interview with Yann LeCun
as author at  NIPS Workshop on Efficient Machine Learning, Whistler 2007,
974 views
 
votesvotesvotesvotesvotes 805 views, 3:38:44  
lecture
flag Energy-based models & Learning for Invariant Image Recognition
as author at  Machine Learning Summer School (MLSS), Chicago 2005,
805 views
[syn]  655 views, 52:09   invited talk
 invited talk
flag Learning Similarity Metrics with Invariance Properties
as author at  NIPS Workshop on Learning to Compare Examples, Whistler 2006,
655 views
 
votesvotesvotesvotesvotes 419 views, 1:23:45  
debate
flag Lunch debate 23.5.2005
as coauthor at  Machine Learning Summer School (MLSS), Chicago 2005,
together with: Partha Niyogi (coauthor), Zoubin Ghahramani (coauthor), Yasemin Altun (coauthor), John Langford (coauthor), David McAllester (coauthor), Sanjoy Dasgupta (coauthor),
419 views
249 views, 53:55  
lecture
flag Awards Session
as presenter at  26th International Conference on Machine Learning (ICML), Montreal 2009,
together with: Thorsten Joachims, Andrea Pohoreckyj Danyluk (presenter), Léon Bottou (presenter), Michael Littman (moderator),
249 views
 
321 views, 04:46  
lecture
flag 10. DARPA LAGR Program: Learning Applied to Long-Range Vision using a Collision-Free Navigation Platform
as coauthor at  AAAI 2008: AI Video Competition,
together with: Matthew Koichi Grimes (coauthor), Ayse Erkan (coauthor), Urs Muller (coauthor), Chris Crudele (coauthor), Jan Ben (coauthor), Marco Scoffier (coauthor), Pierre Sermanet, Raia Hadsell (coauthor),
321 views
178 views, 25:46  
debate
flag Lunch debate 24.5.2005
as coauthor at  Machine Learning Summer School (MLSS), Chicago 2005,
together with: Yoram Singer (coauthor), John Langford (coauthor), Robert Schapire (coauthor), Mikhail Belkin (coauthor),
178 views
 
108 views, 35:40  
debate
flag Lunch debate 25.5.2005
as coauthor at  Machine Learning Summer School (MLSS), Chicago 2005,
together with: David McAllester (coauthor), Yoram Singer (coauthor), Yasemin Altun (coauthor), John Langford (coauthor), Robert Schapire (coauthor),
108 views