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Alexey Naumov
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Процитировано
Год
Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise
M Kaledin, E Moulines, A Naumov, V Tadic, HT Wai
Conference on Learning Theory 125, 2144-2203, 2020
652020
Large ball probabilities, Gaussian comparison and anti-concentration
F Götze, A Naumov, V Spokoiny, V Ulyanov
Bernoulli 25 (4A), 2538-2563, 2019
502019
Limit theorems for two classes of random matrices with dependent entries
F Götze, AA Naumov, AN Tikhomirov
Theory of Probability & Its Applications 59 (1), 23-39, 2015
50*2015
Bootstrap confidence sets for spectral projectors of sample covariance
A Naumov, V Spokoiny, V Ulyanov
Probability Theory and Related Fields 174 (3), 1091-1132, 2019
462019
Elliptic law for real random matrices
A Naumov
arXiv preprint arXiv:1201.1639, 2012
402012
On the local semicircular law for Wigner ensembles
F Götze, A Naumov, A Tikhomirov, D Timushev
Bernoulli 24 (3), 2358-2400, 2018
342018
Local semicircle law under moment conditions: The stieltjes transform, rigidity, and delocalization
F Götze, AA Naumov, AN Tikhomirov
Theory of Probability & Its Applications 62 (1), 58-83, 2018
25*2018
Variance reduction for Markov chains with application to MCMC
D Belomestny, L Iosipoi, E Moulines, A Naumov, S Samsonov
Statistics and Computing 30, 973-997, 2020
222020
On the stability of random matrix product with markovian noise: Application to linear stochastic approximation and td learning
A Durmus, E Moulines, A Naumov, S Samsonov, HT Wai
Conference on Learning Theory 134, 1711-1752, 2021
172021
On minimal singular values of random matrices with correlated entries
F Götze, A Naumov, A Tikhomirov
Random Matrices: Theory and Applications 4 (02), 1550006, 2015
162015
Local semicircle law under fourth moment condition
F Götze, A Naumov, A Tikhomirov
Journal of Theoretical Probability 33 (3), 1327-1362, 2020
152020
Distribution of linear statistics of singular values of the product of random matrices
F Götze, A Naumov, A Tikhomirov
Bernoulli 23 (4B), 3067-3113, 2017
142017
On a Generalization of the Elliptic Law for Random Matrices
F Götze, A Naumov, A Tikhomirov
ACTA PHYSICA POLONICA B 46 (9), 1737-1745, 2015
14*2015
Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize
A Durmus, E Moulines, A Naumov, S Samsonov, K Scaman, HT Wai
Advances in Neural Information Processing Systems 34, 2021
122021
From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses
D Tiapkin, D Belomestny, E Moulines, A Naumov, S Samsonov, Y Tang, ...
International Conference on Machine Learning 162, 21380-21431, 2022
102022
Local semicircle law under moment conditions. Part II: Localization and delocalization
F Götze, A Naumov, A Tikhomirov
arXiv preprint arXiv:1511.00862, 2015
102015
Variance reduction for dependent sequences with applications to stochastic gradient MCMC
D Belomestny, L Iosipoi, E Moulines, A Naumov, S Samsonov
SIAM/ASA Journal on Uncertainty Quantification 9 (2), 507-535, 2021
92021
Local laws for non-Hermitian random matrices and their products
F Götze, A Naumov, A Tikhomirov
Random Matrices: Theory and Applications 9 (04), 2150004, 2020
92020
Asymptotic analysis of symmetric functions
F Götze, A Naumov, V Ulyanov
Journal of Theoretical Probability 30, 876-897, 2017
92017
Local-Global MCMC kernels: the best of both worlds
S Samsonov, E Lagutin, M Gabrié, A Durmus, A Naumov, E Moulines
Advances in Neural Information Processing Systems 35, 2022
8*2022
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Статьи 1–20