Posts by Collection

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Position-Based Multiple-Play Bandits with Thompson Sampling

Published in IDA2021, 2021

This paper present PB-MHB to tackle list recommendation under the Position Based Model .

Recommended citation: Gauthier, C.-S.; Gaudel, R.; Fromont, E. Position-based multiple-play bandits with thompson sampling. IDA’21, 2021. https://hal.archives-ouvertes.fr/hal-03163763/document

Parametric Graph for Unimodal Ranking Bandit

Published in ICML, 2021

This paper presents GRAB an unimodal bandit designed to recommend list of items according to the Position-Based Model.

Recommended citation: Gauthier, C.-S.; Gaudel, R.; Fromont, E.; and Lompo, B. A. 2021. Parametric Graph for Unimodal Ranking Bandit. ICML’21,2021. http://proceedings.mlr.press/v139/gauthier21a/gauthier21a.pdf

Louis Vuitton - Faces of Innovation

Published: December 01, 2019

This video presents my job as a research scientist / PhD student at Louis Vuitton and how I ally research with business needs. Watch it (in French)

Joint Conferences CAp and RFIAP 2020

Published: June 23, 2020

I presented my work “Bandits manchots avec échantillonnage de Thompson pour des recommandations multiples suivant un modèle fondé sur les positions” at CAp 2020 Watch here (in French)

MT180

Published: March 01, 2021

I took part in the french version of “Three Minute Thesis” a competition on communication skills. More information here. I reach the second place during the first qualification phase. Watch here the full event (in French). I took part in the interregional qualification in Angers Watch here the full event (in French)

Sur le métier

Published: June 01, 2021

I was invited to share my point of view about data and its use nowadays in the light of archive from INA. Hear here (in French)

Conference CAp 2021

Published: June 23, 2021

I presented my work “Ordonnancement d’objets par bandits unimodaux sur des graphes paramétriques” at CAp 2021 Watch here (in French) Slides

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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