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03/07/2023
When is Importance Weighting Correction Needed for Covariate Shift Adaptation?
This paper investigates when the importance weighting (IW) correction is...
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11/29/2022
Estimating the minimizer and the minimum value of a regression function under passive design
We propose a new method for estimating the minimizer x^* and the minimum...
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10/18/2022
Locally Smoothed Gaussian Process Regression
We develop a novel framework to accelerate Gaussian process regression (...
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10/18/2022