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Beg 2018 Beg Rohu summer school of statistical physics and condensed matter: 'Deep Learning and Statistical Physics'   

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Beg Rohu summer school of statistical physics and condensed matter 2018:

"Deep Learning and Statistical Physics"

from June 25th to July 7th 2018, at the French National Sailing School on the peninsula of Quiberon in southern Brittany, France.
Deadline for application: 25th March.

Lectures:

Gérard Ben Arous Complexity of random landscapes
Léon Bottou Training deep networks with stochastic gradient algorithms
Jorge Kurchan Rugged phase-spaces and the dynamics within them
Stéphane Mallat Learning physics with multiscale deep neural networks
Marc Mézard Statistical physics of inference
Haim Sompolinsky Statistical mechanics of deep neural networks
F. Krzakala and R. Zecchina Seminars

Contacts: Giulio Biroli (CEA/IPhT), Chiara Cammarota, Marco Tarzia.

 
L. Barbier, dépêche du 09/02/2018

 

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