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
2.49/100
超过 7.2%
全站排名 #59,747
发表论文6 篇
平均评分
年均产出2.0 篇/年
Igor Sokolov
研究方向
stochastic gradient methods · communication compression · error feedback · variance reduction · non-convex optimization
20
Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning
ICLR 2026Rejected
三作32
Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation
ICLR 2026Rejected
一作5
MARINA-P: Superior Performance in Nonsmooth Federated Optimization with Adaptive Stepsizes
ICLR 2026Withdrawn
一作