Bruno Mlodozeniec: Ensemble Distribution Distillation - Classification

Data Fest Online 2020 Uncertainty Estimation in ML track Speaker: Bruno Mlodozeniec, University of Cambridge In this video we discuss how ensembles of models can be effectively emulated using a single “Prior Network” model via a technique called Ensemble Distribution Detection. This enables a single model to efficiently retain both the ensemble’s predictive performance and uncertainty measures at low computational and memory cost. Register and get access to the tracks: Join the community: