Zzong's Notes

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bias_fairness

17개의 글

Bias and Debias in Recommender System - A Survey and Future Directions
Calibrated Recommendations
Causal Inference for Recommendation
Causal Inference for Recommender Systems
Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings
Correcting for Selection Bias in Learning-to-rank Systems
Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering
Denoising Implicit Feedback for Recommendation
Fighting Fire with Fire - Using Antidote Data to Improve Polarization and Fairness of Recommender Systems
Mitigating Confounding Bias in Recommendation via Information Bottleneck
Popularity Bias in Dynamic Recommendation
Popularity-Opportunity Bias in Collaborative Filtering
Position bias estimation for unbiased learning to rank in personal search
Recommendations as treatments - debiasing learning and evaluation
Sampling-Bias-Corrected Neural Modeling for Large Corpus Item Recommendations
The Unfairness of Popularity Bias in Recommendation
When Inverse Propensity Scoring does not Work - Affine Corrections for Unbiased Learning to Rank