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
262018
Sharper bounds for uniformly stable algorithms
O Bousquet, Y Klochkov, N Zhivotovskiy
Conference on Learning Theory, 2019
212019
Localization of VC classes: Beyond local Rademacher complexities
N Zhivotovskiy, S Hanneke
Theoretical Computer Science, 2018
172018
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
12*2020
Uniform Hanson-Wright type concentration inequalities for unbounded entries via the entropy method
Y Klochkov, N Zhivotovskiy
Electronic Journal of Probability, 2020
122020
Permutational rademacher complexity
I Tolstikhin, N Zhivotovskiy, G Blanchard
Algorithmic Learning Theory, 2015
122015
Optimal learning via local entropies and sample compression
N Zhivotovskiy
Conference on Learning Theory, 2017
112017
Proper Learning, Helly Number, and an Optimal SVM Bound
O Bousquet, S Hanneke, S Moran, N Zhivotovskiy
Conference on Learning Theory, 2020
102020
Fast classification rates without standard margin assumptions
O Bousquet, N Zhivotovskiy
Information and Inference: A Journal of the IMA, 2019
52019
When are epsilon-nets small?
A Kupavskii, N Zhivotovskiy
Journal of Computer and System Sciences, 2020
42020
Variance Reduction in Monte Carlo Estimators via Empirical Variance Minimization
DV Belomestny, LS Iosipoi, NK Zhivotovskiy
Doklady Mathematics, 2018
42018
Robust -means Clustering for Distributions with Two Moments
Y Klochkov, A Kroshnin, N Zhivotovskiy
Annals of Statistics, 2020
32020
Fast Rates for Online Prediction with Abstention
G Neu, N Zhivotovskiy
Conference on Learning Theory, 2020
32020
Concentration of the spectral norm of Erdős–Rényi random graphs
G Lugosi, S Mendelson, N Zhivotovskiy
Bernoulli, 2018
32018
Suboptimality of Constrained Least Squares and Improvements via Non-Linear Predictors
T Vaškevičius, N Zhivotovskiy
arXiv preprint arXiv:2009.09304, 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
Distribution-Free Robust Linear Regression
J Mourtada, T Vaškevičius, N Zhivotovskiy
arXiv preprint arXiv:2102.12919, 2021
12021
Exponential Savings in Agnostic Active Learning through Abstention
N Puchkin, N Zhivotovskiy
arXiv preprint arXiv:2102.00451, 2021
12021
On Mean Estimation for Heteroscedastic Random Variables
L Devroye, S Lattanzi, G Lugosi, N Zhivotovskiy
arXiv preprint arXiv:2010.11537, 2020
12020
Stability and Deviation Optimal Risk Bounds with Convergence Rate
Y Klochkov, N Zhivotovskiy
arXiv preprint arXiv:2103.12024, 2021
2021
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