Search Results for author: Dominic Yang

Found 2 papers, 0 papers with code

Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation

no code implementations18 Apr 2023 Nishant Panda, Natalie Klein, Dominic Yang, Patrick Gasda, Diane Oyen

We compare our method (parOT) to related optimal transport approaches in the context of domain adaptation and domain translation on benchmark data sets.

Domain Adaptation Translation

Modeling Design and Control Problems Involving Neural Network Surrogates

no code implementations20 Nov 2021 Dominic Yang, Prasanna Balaprakash, Sven Leyffer

We consider nonlinear optimization problems that involve surrogate models represented by neural networks.

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