[Lisa_teatalk] Tea talk this Thursday 17th October

Razvan Pascanu r.pascanu at gmail.com
Wed Oct 16 12:46:23 EDT 2013


Sorry for not mentioning the time. It is Thursday  13h00-14h00.


Razvan


On Wed, Oct 16, 2013 at 11:19 AM, Razvan Pascanu <r.pascanu at gmail.com>wrote:

> 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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