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Domain Generalization with Small Data
In this work, we propose to tackle the problem of domain generalization in the context of \textit{insufficient samples}.
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem
We introduce adversarial optimism (AdOpt) to directly address bias in the training set using adversarial domain adaptation.
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