Alexey Naumov

发表

Improving the discoverability, accessibility, and citability of omics datasets: a case report

Lauren B. Becnel, Neil J. McKenna, Apollo McOwiti, 2017, J. Am. Medical Informatics Assoc..

Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise

Hoi-To Wai, Eric Moulines, Alexey Naumov, 2020, COLT.

A FAIR-Based Approach to Enhancing the Discovery and Re-Use of Transcriptomic Data Assets for Nuclear Receptor Signaling Pathways

Lauren B. Becnel, Neil J. McKenna, Scott A. Ochsner, 2017, Data Sci. J..

Ex2MCMC: Sampling through Exploration Exploitation pdf

Eric Moulines, Denis Belomestny, Alexey Naumov, 2021, ArXiv.

Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize pdf

Eric Moulines, Alain Durmus, Hoi-To Wai, 2021, NeurIPS.

On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD Learning

Eric Moulines, Alain Durmus, Hoi-To Wai, 2021, COLT.

Probability and moment inequalities for additive functionals of geometrically ergodic Markov chains

Eric Moulines, Alain Durmus, Alexey Naumov, 2021 .

Bootstrap confidence sets for spectral projectors of sample covariance

Vladimir Spokoiny, Alexey Naumov, Vladimir Ulyanov, 2017, Probability Theory and Related Fields.

Discovering relationships between nuclear receptor signaling pathways, genes, and tissues in Transcriptomine

Neil J McKenna, Apollo McOwiti, Yolanda F. Darlington, 2017, Science Signaling.

On minimal singular values of random matrices with correlated entries

Alexey Naumov, Alexander Tikhomirov, Friedrich Gotze, 2013, 1309.5711.

Distribution of Linear Statistics of Singular Values of the Product of Random Matrices

Alexey Naumov, Alexander Tikhomirov, Friedrich Gotze, 2014, 1412.3314.