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stat.ML2021★ 4 cited
Inductive Semi-supervised Learning Through Optimal Transport
Mourad El Hamri, Younès Bennani, Issam Falih
In this paper, we tackle the inductive semi-supervised learning problem that aims to obtain label predictions for out-of-sample data. The proposed approach, called Optimal Transpor…
stat.ML2021
Regularized Optimal Transport for Dynamic Semi-supervised Learning
Mourad El Hamri, Younès Bennani
Semi-supervised learning provides an effective paradigm for leveraging unlabeled data to improve a model's performance. Among the many strategies proposed, graph-based methods have…