Search Results for author: Andrea Huber

Found 5 papers, 1 papers with code

Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation

1 code implementation2 May 2023 Marius-Constantin Dinu, Markus Holzleitner, Maximilian Beck, Hoan Duc Nguyen, Andrea Huber, Hamid Eghbal-zadeh, Bernhard A. Moser, Sergei Pereverzyev, Sepp Hochreiter, Werner Zellinger

Our method outperforms deep embedded validation (DEV) and importance weighted validation (IWV) on all datasets, setting a new state-of-the-art performance for solving parameter choice issues in unsupervised domain adaptation with theoretical error guarantees.

Unsupervised Domain Adaptation

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