Reese Pathak

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Covariate Shift

Matrix Completion

Nonparametric Regression

Top Venues

IEEE Trans. Inf. Theory

Publications

Drew T. Nguyen, Reese Pathak, Anastasios N. Angelopoulos, Stephen Bates, Michael I. Jordan
Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction. CoRR (2024)
Reese Pathak, Rajat Sen, Weihao Kong, Abhimanyu Das
Transformers can optimally learn regression mixture models. ICLR (2024)
Reese Pathak, Rajat Sen, Weihao Kong, Abhimanyu Das
Transformers can optimally learn regression mixture models. CoRR (2023)
Reese Pathak, Martin J. Wainwright, Lin Xiao
Noisy recovery from random linear observations: Sharp minimax rates under elliptical constraints. CoRR (2023)
Reese Pathak, Cong Ma, Martin J. Wainwright
A new similarity measure for covariate shift with applications to nonparametric regression. CoRR (2022)
Reese Pathak, Cong Ma, Martin J. Wainwright
A new similarity measure for covariate shift with applications to nonparametric regression. ICML (2022)
Cong Ma, Reese Pathak, Martin J. Wainwright
Optimally tackling covariate shift in RKHS-based nonparametric regression. CoRR (2022)
Reese Pathak, Rajat Sen, Nikhil Rao, N. Benjamin Erichson, Michael I. Jordan, Inderjit S. Dhillon
Cluster-and-Conquer: A Framework For Time-Series Forecasting. CoRR (2021)
Simon Foucart, Deanna Needell, Reese Pathak, Yaniv Plan, Mary Wootters
Weighted Matrix Completion From Non-Random, Non-Uniform Sampling Patterns. IEEE Trans. Inf. Theory 67 (2) (2021)
Reese Pathak, Martin J. Wainwright
FedSplit: An algorithmic framework for fast federated optimization. CoRR (2020)
Reese Pathak, Martin J. Wainwright
FedSplit: an algorithmic framework for fast federated optimization. NeurIPS (2020)
Simon Foucart, Deanna Needell, Reese Pathak, Yaniv Plan, Mary Wootters
Weighted matrix completion from non-random, non-uniform sampling patterns. CoRR (2019)