Nikita Zhivotovskiy
Nikita Zhivotovskiy
ETH Zürich
Подтвержден адрес электронной почты в домене phystech.edu - Главная страница
Название
Процитировано
Процитировано
Год
Robust covariance estimation under norm equivalence
S Mendelson, N Zhivotovskiy
Annals of Statistics, 2018
212018
Sharper bounds for uniformly stable algorithms
O Bousquet, Y Klochkov, N Zhivotovskiy
Conference on Learning Theory, 2019
162019
Localization of VC classes: Beyond local Rademacher complexities
N Zhivotovskiy, S Hanneke
Theoretical Computer Science, 2018
162018
Permutational rademacher complexity
I Tolstikhin, N Zhivotovskiy, G Blanchard
Algorithmic Learning Theory, 2015
112015
Empirical Variance Minimization with Applications in Variance Reduction and Optimal Control
D Belomestny, L Iosipoi, Q Paris, N Zhivotovskiy
arXiv preprint arXiv:1712.04667, 2020
10*2020
Uniform Hanson-Wright type concentration inequalities for unbounded entries via the entropy method
Y Klochkov, N Zhivotovskiy
Electronic Journal of Probability, 2020
102020
Optimal learning via local entropies and sample compression
N Zhivotovskiy
Conference on Learning Theory, 2017
102017
Proper Learning, Helly Number, and an Optimal SVM Bound
O Bousquet, S Hanneke, S Moran, N Zhivotovskiy
Conference on Learning Theory, 2020
82020
When are epsilon-nets small?
A Kupavskii, N Zhivotovskiy
Journal of Computer and System Sciences, 2020
42020
Fast classification rates without standard margin assumptions
O Bousquet, N Zhivotovskiy
arXiv preprint arXiv:1910.12756, 2019
42019
Variance Reduction in Monte Carlo Estimators via Empirical Variance Minimization
DV Belomestny, LS Iosipoi, NK Zhivotovskiy
Doklady Mathematics, 2018
42018
Concentration of the spectral norm of Erdős–Rényi random graphs
G Lugosi, S Mendelson, N Zhivotovskiy
Bernoulli, 2018
32018
Robust -means Clustering for Distributions with Two Moments
Y Klochkov, A Kroshnin, N Zhivotovskiy
Annals of Statistics (forthcoming), 2020
22020
Fast Rates for Online Prediction with Abstention
G Neu, N Zhivotovskiy
Conference on Learning Theory, 2020
22020
Noise sensitivity of the top eigenvector of a Wigner matrix
C Bordenave, G Lugosi, N Zhivotovskiy
Probability Theory and Related Fields, 2019
22019
Exponential Savings in Agnostic Active Learning through Abstention
N Puchkin, N Zhivotovskiy
arXiv preprint arXiv:2102.00451, 2021
12021
Suboptimality of Constrained Least Squares and Improvements via Non-Linear Predictors
T Vaškevičius, N Zhivotovskiy
arXiv preprint arXiv:2009.09304, 2020
12020
Distribution-Free Robust Linear Regression
J Mourtada, T Vaškevičius, N Zhivotovskiy
arXiv preprint arXiv:2102.12919, 2021
2021
On Mean Estimation for Heteroscedastic Random Variables
L Devroye, S Lattanzi, G Lugosi, N Zhivotovskiy
arXiv preprint arXiv:2010.11537, 2020
2020
Minimax risk bounds in statistical learning (in Russian)
N Zhivotovskiy
Moscow Institute of Physics and Technology, 2018
2018
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