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Optimization@NIPS
We welcome you to participate in the 5th NIPS Workshop on Optimization for Machine Learning, to be held at:
Lake Tahoe, Nevada, USA, Dec 8th, 2012
HARRAH'S SPECIAL EVENTS, 2ND FLOOR
| Time | Speaker | Title | Links | |
|---|---|---|---|---|
| 07:30-07:40 | Organizers | Opening remarks | ||
| 07:40-08:40 | Pablo Parrilo | Invited Talk: Semidefinite Optimization and Convex Algebraic Geometry | [Slides] [Video] | |
| 08:40-09:00 | Spotlights | |||
| 09:00-09:30 | Coffee Break + POSTERS | |||
| 09:30-09:50 | E.-H. Yen | On Convergence Rate of Concave-Convex Procedure | [Slides] [Paper] | |
| 09:50-10:00 | Spotlights | |||
| 10:00-10:20 | S. Shalev-Shwartz | Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization | [Slides] [Paper] | |
| 10:20-10:30 | Spotlights | |||
| 10:30-15:30 | Break (POSTERS) | |||
| 15:30-16:30 | Francis Bach | Invited Talk: Sharp analysis of low-rank kernel matrix approximations | [Slides] [Video] | |
| 16:30-17:00 | Spotlights | |||
| 17:00-17:30 | Coffee Break + POSTERS | |||
| 17:30-17:35 | Spotlights | |||
| 17:35-17:55 | P. Netrapalli | Provable Matrix Completion using Alternating Minimization | [Slides] [Paper] | |
| 17:55-18:15 | S. Villa | Convergence rates of nested accelerated inexact proximal methods | [Slides] [Paper] | |
| 18:15-18:35 | O. Shamir | On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization | [Slides] [Paper] | |
| 18:35-20:00 | Posters Continue | |||
