Noisy Bayesian Active Learning

Mohammad Naghshvar, Tara Javidi, Kamalika Chaudhuri

We consider the problem of noisy Bayesian active learning, where we are given a finite set of functions $\mathcal{H}$, a sample space $\mathcal{X}$, and a label set $\mathcal{L}$.…