影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
61.94/100
前 4.3%
全站排名 #2,775
发表论文8 篇
平均评分
年均产出2.7 篇/年
Sergey Samsonov
研究方向
Numerical Linear Algebra · Reinforcement Learning · Stochastic Approximation · Markov Chain Monte Carlo methods
7
Revisiting Non-Acyclic GFlowNets in Discrete Environments
ICML 2025Poster
通讯24
Statistical inference for Linear Stochastic Approximation with Markovian Noise
NeurIPS 2025Poster
一作17
Gaussian Approximation and Multiplier Bootstrap for Stochastic Gradient Descent
NeurIPS 2025Rejected
二作20
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
ICLR 2025Poster
三作14
Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation
ICLR 2025Poster
通讯