Sharper bounds for uniformly stable algorithms O Bousquet, Y Klochkov, N Zhivotovskiy
Conference on Learning Theory, 610-626, 2020
135 2020 Stability and Deviation Optimal Risk Bounds with Convergence Rate Y Klochkov, N Zhivotovskiy
Advances in Neural Information Processing Systems 34, 5065-5076, 2021
63 2021 Uniform Hanson-Wright type concentration inequalities for unbounded entries via the entropy method Y Klochkov, N Zhivotovskiy
36 2020 Robust k-means clustering for distributions with two moments Y Klochkov, A Kroshnin, N Zhivotovskiy
The Annals of Statistics 49 (4), 2206-2230, 2021
26 2021 Spin glass to paramagnetic transition and triple point in Spherical SK model IM Johnstone, Y Klochkov, A Onatski, D Pavlyshyn
arXiv preprint arXiv:2104.07629, 2021
11 2021 Robustifying markowitz A Petukhina, Y Klochkov, WK Härdle, N Zhivotovskiy
Journal of Econometrics 239 (2), 105387, 2024
10 2024 Post-hoc bias scoring is optimal for fair classification W Chen, Y Klochkov, Y Liu
arXiv preprint arXiv:2310.05725, 2023
8 2023 Sonic: Social network analysis with influencers and communities CYH Chen, WK Härdle, Y Klochkov
Journal of Econometrics 228 (2), 177-220, 2022
7 2022 Trustworthy LLMs: a survey and guideline for evaluating large language models’ alignment. arXiv Y Liu, Y Yao, JF Ton, X Zhang, R Guo, H Cheng, Y Klochkov, MF Taufiq, ...
Preprint posted online August 10, 2023
5 2023 An edge CLT for the log determinant of Gaussian ensembles IM Johnstone, Y Klochkov, A Onatski, D Pavlyshyn
arXiv preprint arXiv:2011.13723, 2020
4 2020 An edge CLT for the log determinant of Wigner ensembles IM Johnstone, Y Klochkov, A Onatski, D Pavlyshyn
arXiv preprint arXiv:2011.13723, 2020
3 * 2020 Spin glass to paramagnetic transition and triple point in spherical SK model IM Johnstone, Y Klochkov, A Onatski, D Pavlyshyn
Journal of Statistical Physics 191 (8), 99, 2024
1 2024 Language processing Y Klochkov, Y Liu
US Patent App. 18/821,829, 2024
2024 System and method for concept removal Y Klochkov, TON Jean-Francois, R Guo, Y Liu, H Li
US Patent App. 18/658,582, 2024
2024 Revisiting inverse Hessian vector products for calculating influence functions Y Klochkov, Y Liu
arXiv preprint arXiv:2409.17357, 2024
2024 Deep Concept Removal Y Klochkov, JF Ton, R Guo, Y Liu, H Li
arXiv preprint arXiv:2310.05755, 2023
2023 Sieve maximum likelihood estimation in a semi-parametric regression model with errors in variables D Belomestny
Deutsche Nationalbibliothek, 2016
2016 and Probability P CÉNAC, A GODICHON-BAGGIONI, B PORTIER, M OTTO, ...
Explaining recommendation systems through contrapositive perturbations JF Ton, Y Klochkov, Y Liu, H Li
SUPPLEMENT TO “ROBUST K-MEANS CLUSTERING FOR DISTRIBUTIONS WITH TWO MOMENTS” BY YEGOR KLOCHKOV, ALEXEY KROSHNIN 2 AND NIKITA ZHIVOTOVSKIY 3 Y KLOCHKOV
Nikita ZhivotovskiyAssistant Professor at UC BerkeleyGeverifieerd e-mailadres voor berkeley.edu
