When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to Rank

Ali Vardasbi, Harrie Oosterhuis, Maarten de Rijke

Besides position bias, which has been well-studied, trust bias is another type of bias prevalent in user interactions with rankings: users are more likely to click incorrectly w.r.…