7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 7 cited
Label Propagation Through Optimal Transport
Mourad El Hamri, Younès Bennani, Issam Falih
In this paper, we tackle the transductive semi-supervised learning problem that aims to obtain label predictions for the given unlabeled data points according to Vapnik's principle…
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…