ABCinML: Anticipatory Bias Correction in Machine Learning Applications

Abdulaziz A. Almuzaini, Chidansh A. Bhatt, David M. Pennock +1

The idealization of a static machine-learned model, trained once and deployed forever, is not practical. As input distributions change over time, the model will not only lose accur…