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Orals and spotlights
Workshop: OPT 2021: Optimization for Machine Learning

Contributed Talks in Session 1 (Zoom)

Sebastian Stich · Futong Liu · Abdurakhmon Sadiev · Frederik Benzing · Simon Roburin


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.