937 citations · 3.8k across the 80 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.LG2026
How Reusable Are Benchmarks with Richer Feedback?
Youssef Allouah, John Duchi
We study whether benchmarks reliably guide model selection as developers adapt to evaluation feedback across multiple criteria. We find that the worst-case test-set size needed to…
stat.ML2026
Finding a stationary point of a stochastic convex problem
Felipe Areces, John Duchi, Malo Sommers
We consider the problem of finding stationary points for stochastic convex optimization problems. Rather than surrogates to stationarity, such as a proximity-to-stationarity guaran…