Convergence Rates of Constrained Expected Improvement

NeurIPSSpotlight2025

Authors: Haowei Wang, Jingyi Wang, Zhongxiang Dai, Nai-Yuan Chiang, Szu Hui Ng, Cosmin G. Petra
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Constrained Bayesian optimization (CBO) methods have seen significant success in black-box optimization with constraints…

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Topics

optimization convergence bayesian

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