124 citations · 128 across the 4 of their papers we have counts for
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math.OC2017★ 1 cited
Comparing the Finite-Time Performance of Simulation-Optimization Algorithms
Naijia Dong, David J. Eckman, Matthias Poloczek +2
We empirically evaluate the finite-time performance of several simulation-optimization algorithms on a testbed of problems with the goal of motivating further development of algori…
stat.ML2017★ 2 cited
Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning
Stephen N. Pallone, Peter I. Frazier, Shane G. Henderson
We analyze the problem of learning a single user's preferences in an active learning setting, sequentially and adaptively querying the user over a finite time horizon. Learning is…