11 citations · 18 across the 6 of their papers we have counts for
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cs.LG2021★ 2 cited
A Binded VAE for Inorganic Material Generation
Fouad Oubari, Antoine de Mathelin, Rodrigue Décatoire +1
Designing new industrial materials with desired properties can be very expensive and time consuming. The main difficulty is to generate compounds that correspond to realistic mater…
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…