A Monte Carlo Framework for Calibrated Uncertainty Estimation in Sequence Prediction

Qidong Yang, Weicheng Zhu, Joseph Keslin +3

Probabilistic prediction of sequences from images and other high-dimensional data is a key challenge, particularly in risk-sensitive applications. In these settings, it is often de…