Reese Pathak

发表

Optimally tackling covariate shift in RKHS-based nonparametric regression

M. Wainwright, Cong Ma, Reese Pathak, 2022, ArXiv.

On Identifying and Mitigating Bias in the Estimation of the COVID-19 Case Fatality Rate

Rohit Varma, Anastasios Nikolas Angelopoulos, Reese Pathak, 2020, medRxiv.

FedSplit: An algorithmic framework for fast federated optimization pdf

Martin J. Wainwright, Reese Pathak, M. Wainwright, 2020, NeurIPS.

A new similarity measure for covariate shift with applications to nonparametric regression

M. Wainwright, Reese Pathak, Cong Ma, 2022, ICML.

Weighted Matrix Completion From Non-Random, Non-Uniform Sampling Patterns pdf

Deanna Needell, Mary Wootters, Simon Foucart, 2019, IEEE Transactions on Information Theory.

On the Bias Arising from Relative Time Lag in COVID-19 Case Fatality Rate Estimation

Anastasios Nikolas Angelopoulos, Michael I. Jordan, Reese Pathak, 2020 .

Identifying and Correcting Bias from Time- and Severity- Dependent Reporting Rates in the Estimation of the COVID-19 Case Fatality Rate

Anastasios Nikolas Angelopoulos, Michael I. Jordan, Reese Pathak, 2020, Social Science Research Network.

Noisy recovery from random linear observations: Sharp minimax rates under elliptical constraints

M. Wainwright, Lin Xiao, Reese Pathak, 2023, ArXiv.

On the design-dependent suboptimality of the Lasso

Reese Pathak, Cong Ma, 2024, 2402.00382.

Optimally tackling covariate shift in RKHS-based nonparametric regression

M. Wainwright, Cong Ma, Reese Pathak, 2022, The Annals of Statistics.

Transformers can optimally learn regression mixture models

Rajat Sen, Reese Pathak, Weihao Kong, 2023, ArXiv.