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Jean-Michel Renders

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SARDINE: A Simulator for Automated Recommendation in Dynamic and Interactive Environments

Nov 28, 2023
Romain Deffayet, Thibaut Thonet, Dongyoon Hwang, Vassilissa Lehoux, Jean-Michel Renders, Maarten de Rijke

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Distributional Reinforcement Learning with Dual Expectile-Quantile Regression

May 26, 2023
Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke

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An Offline Metric for the Debiasedness of Click Models

Apr 19, 2023
Romain Deffayet, Philipp Hager, Jean-Michel Renders, Maarten de Rijke

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Generative Slate Recommendation with Reinforcement Learning

Jan 24, 2023
Romain Deffayet, Thibaut Thonet, Jean-Michel Renders, Maarten de Rijke

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Offline Evaluation for Reinforcement Learning-based Recommendation: A Critical Issue and Some Alternatives

Jan 03, 2023
Romain Deffayet, Thibaut Thonet, Jean-Michel Renders, Maarten de Rijke

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Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model

May 16, 2022
Till Kletti, Jean-Michel Renders, Patrick Loiseau

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Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings

Feb 07, 2022
Till Kletti, Jean-Michel Renders, Patrick Loiseau

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SmoothI: Smooth Rank Indicators for Differentiable IR Metrics

May 03, 2021
Thibaut Thonet, Yagmur Gizem Cinar, Eric Gaussier, Minghan Li, Jean-Michel Renders

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Real-Time Optimization Of Web Publisher RTB Revenues

Jun 12, 2020
Pedro Chahuara, Nicolas Grislain, Grégoire Jauvion, Jean-Michel Renders

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Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks

Feb 03, 2020
Vaishali Pal, Fabien Guillot, Jean-Michel Renders, Laurent Besacier

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