Modeling and Counteracting Exposure Bias in Recommender Systems

1 January 2020

Papers citing "Modeling and Counteracting Exposure Bias in Recommender Systems"

6 / 6 papers shown

Title
Degenerate Feedback Loops in Recommender Systems Ray Jiang Silvia Chiappa Tor Lattimore András Gyorgy Pushmeet Kohli 40 196 0 27 Feb 2019
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility A. Chaney Brandon M Stewart Barbara E. Engelhardt CML 206 316 0 30 Oct 2017
Recommendations as Treatments: Debiasing Learning and Evaluation Tobias Schnabel Adith Swaminathan Ashudeep Singh Navin Chandak Thorsten Joachims CML 158 683 0 17 Feb 2016
Algorithms for multi-armed bandit problems Volodymyr Kuleshov Doina Precup 120 350 0 25 Feb 2014
Empirical Analysis of Predictive Algorithms for Collaborative Filtering J. Breese David Heckerman C. Kadie 477 5,911 0 30 Jan 2013
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 134 5,722 0 09 May 2012