Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to Rank

31 March 2022

Papers citing "Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to Rank"

11 / 11 papers shown

Title
RewardRank: Optimizing True Learning-to-Rank Utility Gaurav Bhatt K. K. Thekumparampil Tanmay Gangwani Tesi Xiao Leonid Sigal 79 0 0 19 Aug 2025
Correcting for Position Bias in Learning to Rank: A Control Function Approach Md Aminul Islam Kathryn Vasilaky Elena Zheleva CML 69 2 0 08 Jun 2025
Ranking Policy Learning via Marketplace Expected Value Estimation From Observational Data Ehsan Ebrahimzadeh Nikhil Monga Hang Gao Alex Cozzi Abraham Bagherjeiran CML OffRL 167 0 0 06 Oct 2024
Proximal Ranking Policy Optimization for Practical Safety in Counterfactual Learning to Rank Shashank Gupta Harrie Oosterhuis Maarten de Rijke OffRL 232 1 0 15 Sep 2024
Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to RankInternational Conference on Information and Knowledge Management (CIKM), 2024 Shashank Gupta Harrie Oosterhuis Maarten de Rijke 339 9 0 29 Jul 2024
Debiased Recommendation with Noisy Feedback Haoxuan Li Chunyuan Zheng Wenjie Wang Hao Wang Fuli Feng Xiao-Hua Zhou 247 16 0 24 Jun 2024
Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to RankInternational Conference on Machine Learning (ICML), 2023 Mouxiang Chen Chenghao Liu Zemin Liu Zhuo Li Jianling Sun CML 231 4 0 27 Sep 2023
Double Clipping: Less-Biased Variance Reduction in Off-Policy Evaluation Jan Malte Lichtenberg Alexander K. Buchholz Giuseppe Di Benedetto M. Ruffini Ben London OffRL 121 4 0 03 Sep 2023
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top- $n$ RecommendationKnowledge Discovery and Data Mining (KDD), 2023 Olivier Jeunen Ivan Potapov Aleksei Ustimenko ELM OffRL 341 20 0 27 Jul 2023
Unified Off-Policy Learning to Rank: a Reinforcement Learning PerspectiveNeural Information Processing Systems (NeurIPS), 2023 Zeyu Zhang Yi-Hsun Su Hui Yuan Yiran Wu R. Balasubramanian Qingyun Wu Huazheng Wang Mengdi Wang OffRL CML 312 7 0 13 Jun 2023
Recent Advances in the Foundations and Applications of Unbiased Learning to RankAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Shashank Gupta Philipp Hager Jin Huang Ali Vardasbi Harrie Oosterhuis OffRL 153 7 0 04 May 2023