Search Results for author: Victor Leger

Found 2 papers, 0 papers with code

Asymptotic Bayes risk of semi-supervised learning with uncertain labeling

no code implementations26 Mar 2024 Victor Leger, Romain Couillet

This article considers a semi-supervised classification setting on a Gaussian mixture model, where the data is not labeled strictly as usual, but instead with uncertain labels.

A Large Dimensional Analysis of Multi-task Semi-Supervised Learning

no code implementations21 Feb 2024 Victor Leger, Romain Couillet

This article conducts a large dimensional study of a simple yet quite versatile classification model, encompassing at once multi-task and semi-supervised learning, and taking into account uncertain labeling.

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