Toward Calibrated Mixture-of-Experts Under Distribution Shift

Gina Wong, Drew Prinster, Suchi Saria +2

Calibration aligns a model's predictive uncertainty with the frequencies of its empirical outcomes and is important for understanding and trusting reported probabilities. Recent wo…