Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift

Jasper Snoek, Yaniv Ovadia, Emily Fertig, Balaji Lakshminarayanan, Sebastian Nowozin, D. Sculley, Joshua Dillon, Jie Ren, and Zachary Nado. NeurIPS 2019. (Poster PDF · Paper)