Tackling Interference Induced by Data Training Loops in A/B Tests: A Weighted Training Approach

26 October 2023

Papers citing "Tackling Interference Induced by Data Training Loops in A/B Tests: A Weighted Training Approach"

3 / 3 papers shown

Title
Correcting for Interference in Experiments: A Case Study at Douyin Vivek F. Farias Hao Li Tianyi Peng Xinyuyang Ren B. Hassibi A. Zheng 28 9 0 04 May 2023
Breaking Feedback Loops in Recommender Systems with Causal Inference K. Krauth Yixin Wang Michael I. Jordan CML 49 19 0 04 Jul 2022
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