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Optimally tackling covariate shift in RKHS-based nonparametric regression


May 06, 2022
Cong Ma, Reese Pathak, Martin J. Wainwright


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


Feb 06, 2022
Reese Pathak, Cong Ma, Martin J. Wainwright

* 22 pages, 2 figures, 1 table 

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Cluster-and-Conquer: A Framework For Time-Series Forecasting


Oct 26, 2021
Reese Pathak, Rajat Sen, Nikhil Rao, N. Benjamin Erichson, Michael I. Jordan, Inderjit S. Dhillon

* 25 pages, 3 figures 

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FedSplit: An algorithmic framework for fast federated optimization


May 11, 2020
Reese Pathak, Martin J. Wainwright

* 27 pages, 4 figures 

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