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Alexey Naumov
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Cited by
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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
492020
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
46*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
402019
Large ball probabilities, Gaussian comparison and anti-concentration
F Götze, A Naumov, V Spokoiny, V Ulyanov
Bernoulli 25 (4A), 2538-2563, 2019
38*2019
Elliptic law for real random matrices
A Naumov
arXiv preprint arXiv:1201.1639, 2012
352012
On the local semicircular law for Wigner ensembles
F Götze, A Naumov, A Tikhomirov, D Timushev
Bernoulli 24 (3), 2358-2400, 2018
292018
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
22*2018
Variance reduction for Markov chains with application to MCMC
D Belomestny, L Iosipoi, E Moulines, A Naumov, S Samsonov
Statistics and Computing 30 (4), 973-997, 2020
172020
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
152015
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
122017
Local semicircle law under moment conditions. Part II: Localization and delocalization
F Götze, A Naumov, A Tikhomirov
arXiv preprint arXiv:1511.00862, 2015
102015
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
10*2015
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
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
82021
Asymptotic analysis of symmetric functions
F Götze, A Naumov, V Ulyanov
Journal of Theoretical Probability 30 (3), 876-897, 2017
82017
Local semicircle law under fourth moment condition
F Götze, A Naumov, A Tikhomirov
Journal of Theoretical Probability 33 (3), 1327-1362, 2020
72020
Nonasymptotic estimates for the closeness of Gaussian measures on balls
AA Naumov, VG Spokoiny, YE Tavyrikov, VV Ulyanov
Doklady Mathematics 98 (2), 490-493, 2018
72018
Limit theorems for two classes of random matrices with Gaussian entries
AA Naumov
Journal of Mathematical Sciences 204 (1), 140-147, 2015
7*2015
Local laws for non-Hermitian random matrices
F Götze, AA Naumov, AN Tikhomirov
Doklady Mathematics 96 (3), 558-560, 2017
62017
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
52021
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Articles 1–20