A Causal Information-Flow Framework for Unbiased Learning-to-Rank

Haoming Gong, Qingyao Ai, Zhihao Tao +1

In web search and recommendation systems, user clicks are widely used to train ranking models. However, click data is heavily biased, i.e., users tend to click higher-ranked items…