3 citations · 11 across the 8 of their papers we have counts for
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math.PR2016★ 1 cited
Probabilistic Bisection Converges Almost as Quickly as Stochastic Approximation
Peter I. Frazier, Shane G. Henderson, Rolf Waeber
The probabilistic bisection algorithm (PBA) solves a class of stochastic root-finding problems in one dimension by successively updating a prior belief on the location of the root…
stat.ML2016★ 2 cited
Warm Starting Bayesian Optimization
Matthias Poloczek, Jialei Wang, Peter I. Frazier
We develop a framework for warm-starting Bayesian optimization, that reduces the solution time required to solve an optimization problem that is one in a sequence of related proble…