@article {1702.07694, archivePrefix = {arXiv}, eprint = {1702.07694}, primaryClass = {stat.ML}, author = {Stephen N. Pallone and Peter I. Frazier and Shane G. Henderson}, title = {Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning}, year = {2017}, url = {http://arxiv.org/abs/1702.07694} }