conference paper
Domain Adaptation in Regression
Corinna Cortesa, Mehryar Mohria b
- aGoogle Research, 76 Ninth Avenue, New York, NY, 10011
- bCourant Institute of Mathematical Sciences, 251 Mercer Street, New York, NY, 10012
Lecture notes in computer scienceSpringer Science+Business Media2011-01-01 133 citations23 references
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Abstract
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TL;DRThe discrepancy minimization adaptation algorithm is extended to the more significant case where kernels are used and it is shown that the problem can be cast as an SDP similar to the one in the feature space, even for very high-dimensional feature spaces. (Semantic Scholar)