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
52.6/100
前 7.3%
全站排名 #4,683
发表论文9 篇
平均评分
年均产出3.0 篇/年
Rishi Sonthalia
研究方向
Learning Theory · Generalization · Random Matrix Theory · Hyperbolic representation learning · Geometric machine learning
20
Low Rank Gradients and Where to Find Them
NeurIPS 2025Poster
一作12
Universal Approximation of Mean-Field Models via Transformers
ICML 2025Poster
三作27
Generalization for Least Squares Regression with Simple Spiked Covariances
ICLR 2025Rejected
二作5
Identification of Mean-Field Dynamics using Transformers
ICLR 2025Withdrawn
三作