Kevin Scaman

Reseacher, INRIA

1 paper at NeurIPS 2025

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Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Stab-SGD: Noise-Adaptivity in Smooth Optimization with Stability Ratios

#3904 · David A. R. Robin, Killian Bakong, Kevin Scaman

Estimating the stability of stochastic gradient estimates provably yields an efficient and horizon-free adaptive algorithm with noise-indepent hyperparameters.