Landscapes of Learning Problems
Event details
| Date | 10.07.2017 |
| Hour | 14:00 › 16:00 |
| Speaker | Clément Luneau |
| Location | |
| Category | Conferences - Seminars |
EDIC candidacy exam
Exam president: Prof. Olivier Lévêque
Thesis advisor: Prof. Nicolas Macris
Co-examiner: Prof. Martin Jaggi
Abstract
Background papers
The Landscape of Empirical Risk for Non-convex Losses; Song Mei, Yu Bai, Andrea Montanari. Available on arXiv
Matrix Completion has No Spurious Local Minima; Rong Ge, Jason D.Lee, Tengyu Ma. Shorter version, including only the rank-1 case, of the NIPS 2016 proceedings.
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula; Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborova.Available on arXiv.
Practical information
- General public
- Free
Contact
- EDIC - [email protected]