Lévy Attention: Single-Pass Predictive Uncertainty for Continuous-Time Attention

Sotirios P. Chatzis, Loukas Papadoulas

Deep models for irregularly-sampled time series answer queries at arbitrary continuous timestamps, yet report nothing about how far each answer should be trusted. We show the atten…