Yegor Klochkov

According to our database, Yegor Klochkov authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Revisiting inverse Hessian vector products for calculating influence functions.

Yegor Klochkov, Yang Liu

CoRR, 2024

Post-hoc bias scoring is optimal for fair classification.

Wenlong Chen, Yegor Klochkov, Yang Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Deep Concept Removal.

Yegor Klochkov, Jean-Francois Ton, Ruocheng Guo, Yang Liu, Hang Li

CoRR, 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

CoRR, 2023

2022

Robustifying Markowitz.

Wolfgang Karl Härdle, Yegor Klochkov, Alla Petukhina, Nikita Zhivotovskiy

CoRR, 2022

2021

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

Yegor Klochkov, Nikita Zhivotovskiy

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Robust k-means Clustering for Distributions with Two Moments.

Yegor Klochkov, Alexey Kroshnin, Nikita Zhivotovskiy

CoRR, 2020

Sharper Bounds for Uniformly Stable Algorithms.

Olivier Bousquet, Yegor Klochkov, Nikita Zhivotovskiy

Proceedings of the Conference on Learning Theory, 2020