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cs.LG2021★ 20 cited
ADAPT : Awesome Domain Adaptation Python Toolbox
Antoine de Mathelin, Mounir Atiq, Guillaume Richard +5
In this paper, we introduce the ADAPT library, an open source Python API providing the implementation of the main transfer learning and domain adaptation methods. The library is de…
cs.LG2021★ 11 cited
Discrepancy-Based Active Learning for Domain Adaptation
Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot +1
The goal of the paper is to design active learning strategies which lead to domain adaptation under an assumption of Lipschitz functions. Building on previous work by Mansour et al…