推荐系统中的偏差问题文献.zip （30个子文件） 
推荐系统中的偏差问题文献 
Analyzing Item Popularity Bias of Music Recommender Systems Are Different Genders Equally Affected - RecSys 2021.pdf 1.26MB Biases in Recommendation System - RecSys 2021.pdf 1.06MB E-commerce Recommendation with Weighted Expected Utility - CIKM 2020.pdf 1.76MB Measuring and Mitigating Bias and Harm in Personalized Advertising - RecSys 2021.pdf 354KB Cross-Positional Attention for Debiasing Clicks - WWW 2021.pdf 3.4MB Unbiased Learning to Rank in Feeds Recommendation - WSDM 2021.pdf 1.72MB Mitigating Confounding Bias in Recommendation via Information Bottleneck - RecSys 2021.pdf 9.9MB Non-Clicks Mean Irrelevant Propensity Ratio Scoring As a Correction - WSDM 2021.pdf 1.36MB Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings - WSDM 2021.pdf 1.92MB Debiased Explainable Pairwise Ranking from Implicit Feedback - RecSys 2021.pdf 722KB Popularity-Opportunity Bias in Collaborative Filtering - WSDM 2021.pdf 1.39MB Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions - KDD 2020.pdf 1.86MB ProtoCF Prototypical Collaborative Filtering for Few-shot Recommendation - RecSys 2021.pdf 2MB Debiasing Career Recommendations with Neural Fair Collaborative Filtering - WWW 2021.pdf 1.15MB Transfer Learning in Collaborative Recommendation for Bias Reduction - RecSys 2021.pdf 1.38MB Measuring and Mitigating Item Under-Recommendation Bias in Personalized Ranking Systems - SIGIR 2020.pdf 3.01MB I Want to Break Free! Recommending Friends from Outside the Echo Chamber - RecSys 2021.pdf 14.35MB Leave No User Behind Towards Improving the Utility of Recommender Systems for Non-mainstream Users - WSDM 2021.pdf 10.8MB Debiasing Item-to-Item Recommendations With Small Annotated Datasets - RecSys 2020.pdf 771KB Top-K Contextual Bandits with Equity of Exposure - RecSys 2021.pdf 3.73MB User Bias in Beyond-Accuracy Measurement of Recommendation Algorithms - RecSys 2021.pdf 1.82MB Keeping Dataset Biases out of the Simulation A Debiased Simulator for Reinforcement Learning based Recommender Systems - RecSys 2020.pdf 1.47MB Attribute-based Propensity for Unbiased Learning in Recommender Systems Algorithm and Case Studies - KDD 2020.pdf 2.49MB Diverse User Preference Elicitation with Multi-Armed Bandits - WSDM 2021.pdf 1.22MB Bias-Variance Decomposition for Ranking - WSDM 2021.pdf 1.56MB The Idiosyncratic Effects of Adversarial Training on Bias in Personalized Recommendation Learning - RecSys 2021.pdf 1.26MB Unbiased Learning for the Causal Effect of Recommendation - RecSys 2020.pdf 1.28MB Pessimistic Reward Models for Off-Policy Learning in Recommendation - RecSys 2021.pdf 1.76MB Unbiased Ad Click Prediction for Position-aware Advertising Systems - RecSys 2020.pdf 871KB A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data - SIGIR 2020.pdf 1.52MB
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