[Lisa_teatalk] Tea talk this Thursday 17th October

Razvan Pascanu r.pascanu at gmail.com
Wed Oct 16 11:19:14 EDT 2013


This week Yoshua is going to give a talk. The room will be McNicoll Z-215.
Hope to see many of you there.


Title:
 
Deep learning, manifold learning and the challenge of normalization
constants

Abstract:

I will present some of the material for the four talks that I will give
next week at the UCL masterclass series and talk at Oxford, U.K. This will
include general material about deep learning, a description of the
geometrical view on unsupervised learning shared by manifold learning
algorithms and regularized auto-encoders, a discussion of the challenges
involved in general-purpose modeling of probability distributions due the a
large number of highly separated modes, and  how depth and the framework of
generative stochastic networks can help.


Best,
Razvan
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