Breaking Feedback Loops in Recommender Systems with Causal Inference

4 July 2022

Papers citing "Breaking Feedback Loops in Recommender Systems with Causal Inference"

4 / 4 papers shown

Title
Tackling Interference Induced by Data Training Loops in A/B Tests: A Weighted Training Approach Nian Si 11 4 0 26 Oct 2023
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 40 16 0 14 Apr 2023
Causal Inference out of Control: Estimating the Steerability of Consumption Gary Cheng Moritz Hardt Celestine Mendler-Dünner CML 37 1 0 10 Feb 2023
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility A. Chaney Brandon M Stewart Barbara E. Engelhardt CML 169 313 0 30 Oct 2017