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
Ranking Policy Learning via Marketplace Expected Value Estimation From Observational Data Ehsan Ebrahimzadeh Nikhil Monga Hang Gao Alex Cozzi Abraham Bagherjeiran CML OffRL 27 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 32 0 0 15 Sep 2024
Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank Shashank Gupta Harrie Oosterhuis Maarten de Rijke 37 6 0 29 Jul 2024
Debiased Recommendation with Noisy Feedback Haoxuan Li Chunyuan Zheng Wenjie Wang Hao Wang Fuli Feng Xiao-Hua Zhou 43 7 0 24 Jun 2024
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study Zechun Niu Jiaxin Mao Qingyao Ai Ji-Rong Wen 112 0 0 04 Apr 2024
Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank Mouxiang Chen Chenghao Liu Zemin Liu Zhuo Li Jianling Sun CML 26 2 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 23 2 0 03 Sep 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
Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective Zeyu Zhang Yi-Hsun Su Hui Yuan Yiran Wu R. Balasubramanian Qingyun Wu Huazheng Wang Mengdi Wang OffRL CML 36 4 0 13 Jun 2023
Recent Advances in the Foundations and Applications of Unbiased Learning to Rank Shashank Gupta Philipp Hager Jin Huang Ali Vardasbi Harrie Oosterhuis OffRL 35 5 0 04 May 2023
StochasticRank: Global Optimization of Scale-Free Discrete Functions Aleksei Ustimenko Liudmila Prokhorenkova 40 19 0 04 Mar 2020