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
69.52/100
前 2.7%
全站排名 #1,762
发表论文10 篇
平均评分
年均产出3.3 篇/年
Edgar Dobriban
研究方向
high-dimensional asymptotics · random feature models · dimension reduction · PCA · scalable data analysis · randomized algorithms · sketching and random projections · distributed learning · uncertainty quantification for machine learning · statistics in algorithmic fairness · data augmentation · invariance · and symmetry
26
Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization
NeurIPS 2025Poster
22
Conformal Information Pursuit for Interactively Guiding Large Language Models
NeurIPS 2025Poster
三作23
Foundations of Top-$k$ Decoding for Language Models
NeurIPS 2025Poster
通讯24
Synthetic-powered predictive inference
NeurIPS 2025Poster