Reconsidering Learning Objectives in Unbiased Recommendation with Unobserved Confounders

Teng Xiao, Zhengyu Chen, Suhang Wang

This work studies the problem of learning unbiased algorithms from biased feedback for recommendation. We address this problem from a novel distribution shift perspective. Recent w…