Probabilistic Rank and Reward: A Scalable Model for Slate Recommendation

10 August 2022

Papers citing "Probabilistic Rank and Reward: A Scalable Model for Slate Recommendation"

6 / 6 papers shown

Title
Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 49 1 0 05 Jun 2024
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning Otmane Sakhi Imad Aouali Pierre Alquier Nicolas Chopin OffRL 43 1 0 23 May 2024
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 36 5 0 22 Feb 2024
Fast Slate Policy Optimization: Going Beyond Plackett-Luce Otmane Sakhi D. Rohde Nicolas Chopin OffRL 32 3 0 03 Aug 2023
Exponential Smoothing for Off-Policy Learning Imad Aouali Victor-Emmanuel Brunel D. Rohde Anna Korba OffRL 30 11 0 25 May 2023
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions James McInerney B. Brost Praveen Chandar Rishabh Mehrotra Ben Carterette BDL CML OffRL 121 55 0 25 Jul 2020