Session MD-2: Optimization in machine Learning in stream Nonsmooth and nonconvex optimization
Monday, 16:30-18:30Room: B100/7011
| Session chair(s): |
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| 249. Provable Reduction in Communication Rounds for Non-Smooth Convex Federated Learning |
Karlo Palenzuela
[R] - Sweden | accepted | ||
| Ali Dadras
[] - Sweden | ||||
| Alp Yurtsever
[] - Sweden | ||||
| 73. Revisiting LocalSGD and SCAFFOLD: Improved Rates and Missing Analysis |
Ruichen Luo
[R] - Austria | accepted | ||
| Sebastian Stich
[R] - Germany | ||||
| Samuel Horvath
[] - United Arab Emirates | ||||
| Martin Takac
[] - United States | ||||
| 142. Convex Formulations For Training Two-Layer ReLU Neural Networks |
Karthik Prakhya
[R] - Sweden | accepted | ||
| TOLGA BIRDAL
[] - United Kingdom | ||||
| Alp Yurtsever
[] - Sweden | ||||
| 500. Exploring Step Size Adaptation in Large-Scale Deep Learning Optimization |
Lorenzo Ciarpaglini
[R] - Italy | accepted | ||
| Laura Palagi
[R] - Italy | ||||
| Diego Scuppa
[R] - Italy | ||||
| Marco Sciandrone
[] - Italy | ||||