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.