Tight Lower Bounds and Improved Convergence in Performative Prediction

Pedram Khorsandi, Rushil Gupta, Mehrnaz Mofakhami +2

Performative prediction is a framework accounting for the shift in the data distribution induced by the prediction of a model deployed in the real world. Ensuring rapid convergence…