Yegor Klochkov

12 papers A* 3Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A mean teacher algorithm for unlearning of language models.
CoRR
Yegor Klochkov
2024 A* conf
Post-hoc bias scoring is optimal for fair classification.
ICLR
Wenlong Chen, Yegor Klochkov, Yang Liu
2024 J jnl
Revisiting inverse Hessian vector products for calculating influence functions.
CoRR
Yegor Klochkov, Yang Liu
2023 J jnl
Deep Concept Removal.
CoRR
Yegor Klochkov, Jean-Francois Ton, Ruocheng Guo, Yang Liu, Hang Li
2023 J jnl
Post-hoc Bias Scoring Is Optimal For Fair Classification.
CoRR
Wenlong Chen, Yegor Klochkov, Yang Liu
2023 J jnl
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment.
CoRR
Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, Hang Li
2022 J jnl
Robustifying Markowitz.
CoRR
Wolfgang Karl Härdle, Yegor Klochkov, Alla Petukhina, Nikita Zhivotovskiy
2021 A* conf
Stability and Deviation Optimal Risk Bounds with Convergence Rate $O(1/n)$.
NeurIPS
Yegor Klochkov, Nikita Zhivotovskiy
2021 J jnl
Stability and Deviation Optimal Risk Bounds with Convergence Rate O(1/n).
CoRR
Yegor Klochkov, Nikita Zhivotovskiy
2020 J jnl
Robust k-means Clustering for Distributions with Two Moments.
CoRR
Yegor Klochkov, Alexey Kroshnin, Nikita Zhivotovskiy
2020 A* conf
Sharper Bounds for Uniformly Stable Algorithms.
COLT
Olivier Bousquet, Yegor Klochkov, Nikita Zhivotovskiy
2019 J jnl
Sharper bounds for uniformly stable algorithms.
CoRR
Olivier Bousquet, Yegor Klochkov, Nikita Zhivotovskiy