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Elizabeth Ainsworth

2 accepted papers

2022

Distribution-Informed Neural Networks for Domain Adaptation Regression

NeurIPS 2022accept

In this paper, we study the problem of domain adaptation regression, which learns a regressor for a target domain by leveraging the knowledge from a relevant source domain. We start by proposing a distribution-informed neural network, which aims to build distribution-aware relationship of inputs and…

Cited by 18SourcePDFScholar