Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions

25 July 2020

Papers citing "Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions"

9 / 9 papers shown

Title
Hyperparameter Optimization Can Even be Harmful in Off-Policy Learning and How to Deal with It Yuta Saito Masahiro Nomura OffRL 44 2 0 23 Apr 2024
Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction Haruka Kiyohara Masahiro Nomura Yuta Saito 22 5 0 03 Feb 2024
Distributional Off-Policy Evaluation for Slate Recommendations Shreyas Chaudhari David Arbour Georgios Theocharous N. Vlassis OffRL 44 0 0 27 Aug 2023
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top- $n$ Recommendation Olivier Jeunen Ivan Potapov Aleksei Ustimenko ELM OffRL 27 11 0 27 Jul 2023
Inverse Propensity Score based offline estimator for deterministic ranking lists using position bias Nick Wood Sumit Sidana OffRL 6 0 0 31 Aug 2022
Off-Policy Evaluation in Embedded Spaces Jaron J. R. Lee David Arbour Georgios Theocharous OffRL 22 3 0 05 Mar 2022
Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model Haruka Kiyohara Yuta Saito Tatsuya Matsuhiro Yusuke Narita N. Shimizu Yasuo Yamamoto OffRL 18 42 0 03 Feb 2022
Causal Incremental Graph Convolution for Recommender System Retraining Sihao Ding Fuli Feng Xiangnan He Yong Liao Jun Shi Yongdong Zhang CML CLL BDL GNN 32 35 0 16 Aug 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 136 273 0 23 Jan 2021