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Discriminative Learning under Covariate Shift with a Single Optimization Problem

Bickel Amir, Brückner Michael, and Scheffer Tobias

in Dataset Shift in Machine Learning

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262170055
eISBN:
9780262255103
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262170055.003.0009
Subject:
Computer Science, Machine Learning

This chapter derives a discriminative model for learning under differing training and test distributions, and is organized as follows. Section 9.2 formalizes the problem setting. Section 9.3 reviews ... More


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