Yegor Klochkov

3 papers · 2020–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

COLT (1) ICLR (1) NIPS (1)

Top co-authors

Nikita Zhivotovskiy (2) Yang Liu (1) Olivier Bousquet (1) Wenlong Chen (1)

Keywords

uniform stability (2) strongly convex (1) excess risk (1) concentration inequality (1) learning theory (1) convergence rate (1) risk bound (1) probabilistic analysis (1) generalization bound (1)

Papers

Post-hoc bias scoring is optimal for fair classification ICLR 2024

Stability and Deviation Optimal Risk Bounds with Convergence Rate $O(1/n)$ NIPS 2021

Sharper Bounds for Uniformly Stable Algorithms COLT 2020