Yegor Klochkov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Convergence Rate

Cross Validated

Top Venues

Publications

Wenlong Chen, Yegor Klochkov, Yang Liu
Post-hoc bias scoring is optimal for fair classification. ICLR (2024)
Wenlong Chen, Yegor Klochkov, Yang Liu
Post-hoc Bias Scoring Is Optimal For Fair Classification. CoRR (2023)
Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, Hang Li
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment. CoRR (2023)
Yegor Klochkov, Jean-Francois Ton, Ruocheng Guo, Yang Liu, Hang Li
Deep Concept Removal. CoRR (2023)
Wolfgang Karl Härdle, Yegor Klochkov, Alla Petukhina, Nikita Zhivotovskiy
Robustifying Markowitz. CoRR (2022)
Yegor Klochkov, Nikita Zhivotovskiy
Stability and Deviation Optimal Risk Bounds with Convergence Rate $O(1/n)$. NeurIPS (2021)
Yegor Klochkov, Nikita Zhivotovskiy
Stability and Deviation Optimal Risk Bounds with Convergence Rate O(1/n). CoRR (2021)
Yegor Klochkov, Alexey Kroshnin, Nikita Zhivotovskiy
Robust k-means Clustering for Distributions with Two Moments. CoRR (2020)
Olivier Bousquet, Yegor Klochkov, Nikita Zhivotovskiy
Sharper Bounds for Uniformly Stable Algorithms. COLT (2020)
Olivier Bousquet, Yegor Klochkov, Nikita Zhivotovskiy
Sharper bounds for uniformly stable algorithms. CoRR (2019)