Jos\'{e} M. F. Moura

Multiple Source Domain Adaptation with Adversarial Learning

While domain adaptation has been actively researched in recent years, most theoretical results and algorithms focus on the single-source-single-target adaptation setting. Naive application of such algorithms on multiple source domain adaptation problem may lead to suboptimal solutions. We propose a…