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20132026
most citedModel soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

206 citations · 808 across the 40 of their papers we have counts for

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cs.LG2026

Clipping the Price of Adaptivity at the Tail

Itai Kreisler, Yair Carmon, Oliver Hinder

Adaptive stochastic convex optimization (SCO) methods face a fundamental ``price of adaptivity'' barrier: under the standard set of assumptions, they cannot efficiently adapt to la…