ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition

TL;DR

Many critical applications, from autonomous scientific discovery to personalized medicine, demand systems that can both strategically acquire the most informative data and instantaneously perform infe…

Opening excerpt from the authors’ abstract. source