Nonmyopic Active Learning of Gaussian Processes An Exploration – Exploitation Approach Andreas Krause, Carlos Guestrin Carnegie Mellon University TexPoint.
Near-optimal Observation Selection using Submodular Functions Andreas Krause joint work with Carlos Guestrin (CMU)