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Younès Bennani

2 accepted papers

2026

Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport (Abstract Reprint)

AAAI 2026technical

Domain adaptation arises as an important problem in statistical learning theory, arising when the data-generating processes differ between the training and test samples, respectively called source and target domains. Recent theoretical advances have demonstrated that the success of domain adaptation

Cited by 0SourcePDFScholar
2017

Co-clustering through Optimal Transport

ICML 2017poster

In this paper, we present a novel method for co-clustering, an unsupervised learning approach that aims at discovering homogeneous groups of data instances and features by grouping them simultaneously. The proposed method uses the entropy regularized optimal transport between empirical measures defi…

Cited by 59SourcePDFScholar