Hugo Schmutz | DeepAI

DeepAI

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Featured Co-authors

Søren Hauberg
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Jes Frellsen
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Pierre-Alexandre Mattei
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Lars Maaløe
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Charles Bouveyron
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Aude Sportisse
8 publications
Olivier Humbert
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Jakob D. Havtorn
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Federico Bergamin
2 publications
Hugo Senetaire
1 publication

research

∙ 02/15/2023

Are labels informative in semi-supervised learning? – Estimating and leveraging the missing-data mechanism

Semi-supervised learning is a powerful technique for leveraging unlabele...

0 Aude Sportisse, et al. ∙

research

∙ 03/14/2022

Don't fear the unlabelled: safe deep semi-supervised learning via simple debiasing

Semi supervised learning (SSL) provides an effective means of leveraging...

0 Hugo Schmutz, et al. ∙

research

∙ 03/02/2022

Model-agnostic out-of-distribution detection using combined statistical tests

We present simple methods for out-of-distribution detection using a trai...

0 Federico Bergamin, et al. ∙