Orals and spotlights
in
Workshop: OPT 2021: Optimization for Machine Learning
Contributed Talks in Session 1 (Zoom)
Sebastian Stich · Futong Liu · Abdurakhmon Sadiev · Frederik Benzing · Simon Roburin
Abstract:
Oral (10 min)
- Understanding Memorization from the Perspective of Optimization via Efficient Influence Estimation, Futong Liu
Spotlights (5 min)
Decentralized Personalized Federated Learning: Lower Bounds and Optimal Algorithm for All Personalization Modes, Abdurakhmon Sadiev
Fast, Exact Subsampled Natural Gradients and First-Order KFAC, Frederik Benzing
Spherical Perspective on Learning with Normalization Layers, Simon Roburin
There will be a Q&A in the last 5 minutes for all speakers. Abstracts for the talks are below the schedule.