Fast and Accurate Importance Weighting for Correcting Sample Bias

Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot +1

Bias in datasets can be very detrimental for appropriate statistical estimation. In response to this problem, importance weighting methods have been developed to match any biased d…