Nikita Zhivotovskiy
Nikita Zhivotovskiy
ETH Zürich
Bestätigte E-Mail-Adresse bei phystech.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Robust covariance estimation under norm equivalence
S Mendelson, N Zhivotovskiy
Annals of Statistics, 2018
282018
Sharper bounds for uniformly stable algorithms
O Bousquet, Y Klochkov, N Zhivotovskiy
Conference on Learning Theory, 2019
232019
Localization of VC classes: Beyond local Rademacher complexities
N Zhivotovskiy, S Hanneke
Theoretical Computer Science, 2018
192018
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
13*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
Proper Learning, Helly Number, and an Optimal SVM Bound
O Bousquet, S Hanneke, S Moran, N Zhivotovskiy
Conference on Learning Theory, 2020
112020
Optimal learning via local entropies and sample compression
N Zhivotovskiy
Conference on Learning Theory, 2017
112017
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
Fast Rates for Online Prediction with Abstention
G Neu, N Zhivotovskiy
Conference on Learning Theory, 2020
42020
Variance Reduction in Monte Carlo Estimators via Empirical Variance Minimization
DV Belomestny, LS Iosipoi, NK Zhivotovskiy
Doklady Mathematics, 2018
42018
Suboptimality of Constrained Least Squares and Improvements via Non-Linear Predictors
T Vaškevičius, N Zhivotovskiy
arXiv preprint arXiv:2009.09304, 2020
32020
Robust -means Clustering for Distributions with Two Moments
Y Klochkov, A Kroshnin, N Zhivotovskiy
Annals of Statistics, 2020
32020
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
Distribution-Free Robust Linear Regression
J Mourtada, T Vaškevičius, N Zhivotovskiy
arXiv preprint arXiv:2102.12919, 2021
22021
Stability and Deviation Optimal Risk Bounds with Convergence Rate
Y Klochkov, N Zhivotovskiy
arXiv preprint arXiv:2103.12024, 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
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