Adversarial Multiple Source Domain Adaptation

NeurIPS, pp. 8568-8579, 2018.

Cited by: 64|Views71
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Abstract:

While domain adaptation has been actively researched, most algorithms focus on the single-source-single-target adaptation setting. In this paper we propose new generalization bounds and algorithms under both classification and regression settings for unsupervised multiple source domain adaptation. Our theoretical analysis naturally leads ...More

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