Calibrated Probabilistic Forecasts for Arbitrary Sequences

Charles Marx, Volodymyr Kuleshov, Stefano Ermon

Real-world data streams can change unpredictably due to distribution shifts, feedback loops and adversarial actors, which challenges the validity of forecasts. We present a forecas…