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2020 – today
- 2024
[c3]Reese Pathak, Rajat Sen, Weihao Kong, Abhimanyu Das:
Transformers can optimally learn regression mixture models. ICLR 2024- [i8]Drew T. Nguyen, Reese Pathak, Anastasios N. Angelopoulos, Stephen Bates, Michael I. Jordan:
Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction. CoRR abs/2403.19605 (2024) - 2023
- [i7]Reese Pathak, Martin J. Wainwright, Lin Xiao:
Noisy recovery from random linear observations: Sharp minimax rates under elliptical constraints. CoRR abs/2303.12613 (2023) - [i6]Reese Pathak, Rajat Sen, Weihao Kong, Abhimanyu Das:
Transformers can optimally learn regression mixture models. CoRR abs/2311.08362 (2023) - 2022
- [c2]Reese Pathak, Cong Ma, Martin J. Wainwright:
A new similarity measure for covariate shift with applications to nonparametric regression. ICML 2022: 17517-17530 - [i5]Reese Pathak, Cong Ma, Martin J. Wainwright:
A new similarity measure for covariate shift with applications to nonparametric regression. CoRR abs/2202.02837 (2022) - [i4]Cong Ma, Reese Pathak, Martin J. Wainwright:
Optimally tackling covariate shift in RKHS-based nonparametric regression. CoRR abs/2205.02986 (2022) - 2021
- [j1]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): 1264-1290 (2021) - [i3]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 abs/2110.14011 (2021) - 2020
- [c1]Reese Pathak, Martin J. Wainwright:
FedSplit: an algorithmic framework for fast federated optimization. NeurIPS 2020 - [i2]Reese Pathak, Martin J. Wainwright:
FedSplit: An algorithmic framework for fast federated optimization. CoRR abs/2005.05238 (2020)
2010 – 2019
- 2019
- [i1]Simon Foucart, Deanna Needell, Reese Pathak, Yaniv Plan, Mary Wootters:
Weighted matrix completion from non-random, non-uniform sampling patterns. CoRR abs/1910.13986 (2019)
Coauthor Index
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