A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance

Sudeep Salgia, Sattar Vakili, Qing Zhao 0001. A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 28836-28847, 2021. [doi]

Abstract

Abstract is missing.