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Nikita Zhivotovskiy
Nikita Zhivotovskiy
Bestätigte E-Mail-Adresse bei math.ethz.ch - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Sharper bounds for uniformly stable algorithms
O Bousquet, Y Klochkov, N Zhivotovskiy
Conference on Learning Theory, 2019
532019
Robust covariance estimation under norm equivalence
S Mendelson, N Zhivotovskiy
Annals of Statistics, 2018
402018
Localization of VC classes: Beyond local Rademacher complexities
N Zhivotovskiy, S Hanneke
Theoretical Computer Science, 2018
212018
Proper Learning, Helly Number, and an Optimal SVM Bound
O Bousquet, S Hanneke, S Moran, N Zhivotovskiy
Conference on Learning Theory, 2020
202020
Uniform Hanson-Wright type concentration inequalities for unbounded entries via the entropy method
Y Klochkov, N Zhivotovskiy
Electronic Journal of Probability, 2020
202020
Empirical variance minimization with applications in variance reduction and optimal control
D Belomestny, L Iosipoi, Q Paris, N Zhivotovskiy
Bernoulli 28 (2), 1382-1407, 2022
17*2022
Stability and Deviation Optimal Risk Bounds with Convergence Rate
Y Klochkov, N Zhivotovskiy
Advances in Neural Information Processing Systems 34, 2021
172021
Distribution-Free Robust Linear Regression
J Mourtada, T Vaškevičius, N Zhivotovskiy
Mathematical Statistics and Learning, 2021
122021
Robust -means Clustering for Distributions with Two Moments
Y Klochkov, A Kroshnin, N Zhivotovskiy
Annals of Statistics, 2020
122020
Optimal learning via local entropies and sample compression
N Zhivotovskiy
Conference on Learning Theory, 2017
122017
Permutational rademacher complexity
I Tolstikhin, N Zhivotovskiy, G Blanchard
Algorithmic Learning Theory, 2015
122015
Fast Rates for Online Prediction with Abstention
G Neu, N Zhivotovskiy
Conference on Learning Theory, 2020
112020
Fast classification rates without standard margin assumptions
O Bousquet, N Zhivotovskiy
Information and Inference: A Journal of the IMA, 2019
112019
Suboptimality of Constrained Least Squares and Improvements via Non-Linear Predictors
T Vaškevičius, N Zhivotovskiy
Bernoulli (forthcoming), 2020
92020
Dimension-free Bounds for Sums of Independent Matrices and Simple Tensors via the Variational Principle
N Zhivotovskiy
arXiv preprint arXiv:2108.08198, 2021
72021
Exponential Savings in Agnostic Active Learning through Abstention
N Puchkin, N Zhivotovskiy
Conference on Learning Theory, 2021
62021
When are epsilon-nets small?
A Kupavskii, N Zhivotovskiy
Journal of Computer and System Sciences, 2020
52020
Variance Reduction in Monte Carlo Estimators via Empirical Variance Minimization
DV Belomestny, LS Iosipoi, NK Zhivotovskiy
Doklady Mathematics, 2018
52018
Concentration of the spectral norm of Erdős–Rényi random graphs
G Lugosi, S Mendelson, N Zhivotovskiy
Bernoulli, 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
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