ResearchAlpha Leak

Conferences Topics Top Authors Rankings Browse All

Home/Authors/Alexey Naumov

Alexey Naumov

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:00 AM AMS

8

papers

98

total citations

papers (8)

Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize

NEURIPS 2021arXiv

Local-Global MCMC kernels: the best of both worlds

NEURIPS 2022arXiv

First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities

NEURIPS 2023arXiv

Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees

NEURIPS 2022arXiv

Demonstration-Regularized RL

Model-free Posterior Sampling via Learning Rate Randomization

NEURIPS 2023arXiv

Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation

Statistical inference for Linear Stochastic Approximation with Markovian Noise

NEURIPS 2025arXiv