School of Electrical and Computer Engineering, Cornell University, Ithaca, NY; MediaTek Research, UK
Sudeep Salgia, Sattar Vakili, Qing Zhao
Gaussian Process Bandit;Bayesian Optimization;Kernelized Model;RKHS;Optimal Regret Bounds
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance