works on
communication efficiency 1data heterogeneity 1distributed learning 1local sgd 1optimization algorithms 1

From the 1 of 7 linked papers with an AI index.

most citedThe Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

A Theory of Learning with Autoregressive Chain of Thought

Nirmit Joshi, Gal Vardi, Adam Block +4

For a given base class of sequence-to-next-token generators, we consider learning prompt-to-answer mappings obtained by iterating a fixed, time-invariant generator for multiple ste…