On 16th Dec 2020, a presentation was given at the IndoML conference on an ensemble approach to informative deep learning. Here is a video:

The video has been slightly edited version of the talk, fixing some typographic errors (but not voice).
Please also read Informative Learning paper, PolyNet paper, Neural Chaos paper, Fast Ensemble Smoother paper, Maximizing Mutual Information (variational, Renyi-Kapur), and Ensemble Learning for DA paper as background.