Efficient Adaptive Data Acquisition via Pretrained Belief Representations

Daolang Huang, Zhuoyue Huang, Conor Hassan +3

Learning effective policies for adaptive data acquisition remains challenging: posterior-based methods rely on surrogate models and posterior approximations that can be misspecifie…