Parametric Graph for Unimodal Ranking Bandit

Published in ICML, 2021

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

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

Download paper here You can have access to the appendix here and to the talk here

Recommended citation: Gauthier, C.-S.; Gaudel, R.; Fromont, E.; and Lompo, B. A. 2021. Parametric Graph for Unimodal Ranking Bandit. ICML’21,2021.