Calibrated Regression Against An Adversary Without Regret

Shachi Deshpande, Charles Marx, Volodymyr Kuleshov

We are interested in probabilistic prediction in online settings in which data does not follow a probability distribution. Our work seeks to achieve two goals: (1) producing valid…