The Deconfounded Recommender: A Causal Inference Approach to Recommendation

20 August 2018

Papers citing "The Deconfounded Recommender: A Causal Inference Approach to Recommendation"

5 / 5 papers shown

Title
Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity Shiyin Tan Dongyuan Li Renhe Jiang Zhen Wang Xingtong Yu Manabu Okumura CML 147 0 0 20 May 2025
Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning Wenhao Zhang Wentian Bao Xiao-Yang Liu Keping Yang Quan Lin Hong Wen Ramin Ramezani CML 96 106 0 16 Oct 2019
Recommendations as Treatments: Debiasing Learning and Evaluation Tobias Schnabel Adith Swaminathan Ashudeep Singh Navin Chandak Thorsten Joachims CML 162 685 0 17 Feb 2016
Causal inference using invariant prediction: identification and confidence intervals J. Peters Peter Buhlmann N. Meinshausen OOD 114 969 0 06 Jan 2015
Response Aware Model-Based Collaborative Filtering Guang Ling Haiqin Yang Michael R. Lyu Irwin King 55 20 0 16 Oct 2012