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Nikita Zhivotovskiy
Nikita Zhivotovskiy
ETH Zürich
Подтвержден адрес электронной почты в домене math.ethz.ch - Главная страница
Название
Процитировано
Процитировано
Год
Sharper bounds for uniformly stable algorithms
O Bousquet, Y Klochkov, N Zhivotovskiy
Conference on Learning Theory, 2019
422019
Robust covariance estimation under norm equivalence
S Mendelson, N Zhivotovskiy
Annals of Statistics, 2018
342018
Localization of VC classes: Beyond local Rademacher complexities
N Zhivotovskiy, S Hanneke
Theoretical Computer Science, 2018
212018
Uniform Hanson-Wright type concentration inequalities for unbounded entries via the entropy method
Y Klochkov, N Zhivotovskiy
Electronic Journal of Probability, 2020
192020
Proper Learning, Helly Number, and an Optimal SVM Bound
O Bousquet, S Hanneke, S Moran, N Zhivotovskiy
Conference on Learning Theory, 2020
172020
Empirical Variance Minimization with Applications in Variance Reduction and Optimal Control
D Belomestny, L Iosipoi, Q Paris, N Zhivotovskiy
Bernoulli (forthcoming), 2020
13*2020
Stability and Deviation Optimal Risk Bounds with Convergence Rate
Y Klochkov, N Zhivotovskiy
Advances in Neural Information Processing Systems 34, 2021
122021
Permutational rademacher complexity
I Tolstikhin, N Zhivotovskiy, G Blanchard
Algorithmic Learning Theory, 2015
122015
Robust -means Clustering for Distributions with Two Moments
Y Klochkov, A Kroshnin, N Zhivotovskiy
Annals of Statistics, 2020
112020
Fast classification rates without standard margin assumptions
O Bousquet, N Zhivotovskiy
Information and Inference: A Journal of the IMA, 2019
112019
Optimal learning via local entropies and sample compression
N Zhivotovskiy
Conference on Learning Theory, 2017
112017
Fast Rates for Online Prediction with Abstention
G Neu, N Zhivotovskiy
Conference on Learning Theory, 2020
102020
Distribution-Free Robust Linear Regression
J Mourtada, T Vaškevičius, N Zhivotovskiy
Mathematical Statistics and Learning, 2021
92021
Suboptimality of Constrained Least Squares and Improvements via Non-Linear Predictors
T Vaškevičius, N Zhivotovskiy
Bernoulli (forthcoming), 2020
72020
Exponential Savings in Agnostic Active Learning through Abstention
N Puchkin, N Zhivotovskiy
Conference on Learning Theory, 2021
52021
When are epsilon-nets small?
A Kupavskii, N Zhivotovskiy
Journal of Computer and System Sciences, 2020
52020
Dimension-free Bounds for Sums of Independent Matrices and Simple Tensors via the Variational Principle
N Zhivotovskiy
arXiv preprint arXiv:2108.08198, 2021
42021
Variance Reduction in Monte Carlo Estimators via Empirical Variance Minimization
DV Belomestny, LS Iosipoi, NK Zhivotovskiy
Doklady Mathematics, 2018
42018
Noise sensitivity of the top eigenvector of a Wigner matrix
C Bordenave, G Lugosi, N Zhivotovskiy
Probability Theory and Related Fields, 2019
32019
Concentration of the spectral norm of Erdős–Rényi random graphs
G Lugosi, S Mendelson, N Zhivotovskiy
Bernoulli, 2018
32018
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