Klochkov, Yegor

4 publications

ICLR 2024 Post-Hoc Bias Scoring Is Optimal for Fair Classification Wenlong Chen, Yegor Klochkov, Yang Liu

NeurIPSW 2023 Trustworthy LLMs: A Survey and Guideline for Evaluating Large Language Models' Alignment Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, Hang Li

NeurIPS 2021 Stability and Deviation Optimal Risk Bounds with Convergence Rate $O(1/n)$ Yegor Klochkov, Nikita Zhivotovskiy

COLT 2020 Sharper Bounds for Uniformly Stable Algorithms Olivier Bousquet, Yegor Klochkov, Nikita Zhivotovskiy