Multiple source adaptation and the Rényi divergence
Pages: 367 - 374
Published: Jun 18, 2009
Abstract
This paper presents a novel theoretical study of the general problem of multiple source adaptation using the notion of Renyi divergence. Our results build on our previous work [12], but significantly broaden the scope of that work in several directions. We extend previous multiple source loss guarantees based on distribution weighted combinations to arbitrary target distributions P, not necessarily mixtures of the source distributions, analyze...
Paper Details
Title
Multiple source adaptation and the Rényi divergence
Published Date
Jun 18, 2009
Pages
367 - 374
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