FedOpt for LLMs @SimonsInstitute

FedOpt for LLMs @SimonsInstitute

Uploaded February 2026 | Updated September 2026, 1 week ago

Keith Rush (Google)
https://simons.berkeley.edu/talks/keith-rush-google-2026-01-27
Federated and Collaborative Learning Boot Camp

FedOpt for LLMs

Classical algorithms for quantum Gibbs states

An introduction to the hardness versus randomness paradigm

The Many Faces of Heterogeneity: Federated, Continual, and Modular Learning

Random hyperbolic surfacesRandomness Extractors and Related Objects

Talk by Micah Sheller (Flower/ML Commons)

Talk by Eva Dyer (University of Pennsylvania)

Other Beings

Theory of Modern AI: Learning Theoretic, Game Theoretic, and Algorithmic Perspectives

Federated Learning in the Generative AI Era

Toward Provably Private Federated Learning

Talk by Adria Gascon (Google)

Simons Institute for the Theory of Computing |

FedOpt for LLMs