Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression. - Michael Crawshaw; Blake Woodworth; Mingrui Liu (ICLR, 2025)

Gradient Descent Converges Linearly to Flatter Minima than Gradient Flow in Shallow Linear Networks. - Pierfrancesco Beneventano; Blake Woodworth (CoRR, 2025)

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability. - Michael Crawshaw; Blake Woodworth; Mingrui Liu (CoRR, 2025)