[Lisa_teatalk] [Lisa_labo] Tea talk this Thursday 17th October

Yoshua Bengio yoshua.bengio at gmail.com
Wed Oct 16 17:14:54 EDT 2013


Actually, it is probably going to last 2 hours, but feel free to leave if
you have other duties.

--Yoshua



On Wed, Oct 16, 2013 at 12:46 PM, Razvan Pascanu <r.pascanu at gmail.com>wrote:

> 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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