15 citations · 55 across the 34 of their papers we have counts for
Showing 2026 · cs.LGShow all
2 papers · 2 filters
cs.LG2026
A Fine-Grained Understanding of Uniform Convergence for Halfspaces
Aryeh Kontorovich, Kasper Green Larsen
We study the fine-grained uniform convergence behavior of halfspaces beyond worst-case VC bounds. For inhomogeneous halfspaces in with , we show that standar…
cs.LG2026
Realizable Bayes-Consistency for General Metric Losses
Dan Tsir Cohen, Steve Hanneke, Aryeh Kontorovich
We study strong universal Bayes-consistency in the realizable setting for learning with general metric losses, extending classical characterizations beyond - classification (…