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Surrogate model-based algorithms for expensive black-box optimization
Nadia Udler | Educational framework for Black Box optimization methods design
Christopher Cleghorn - Black-Box Optimization [IndabaX South Africa 2019]
Zi Wang - Bayesian Optimization for Global Optimization of Expensive Black-box Functions
High-Dimensional Black-Box Optimisation in Small Data Regimes | Haitham Bou Ammar
Grey-box Bayesian Optimization by Peter Frazier
Versatile Black-box Optimization with Nevergrad
Neural Process for Black-box Model Optimization Under Bayesian Framework by Zhongkai Shangguan
Black Box Prompt Optimization Aligning Large Language Models without Model Training CoAI & Tsinghua
Large Language Models to Enhance Bayesian Optimization
OctoPack: Instruction Tuning Code Large Language Models | Video Summary
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Last Updated: August 23, 2026
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![Christopher Cleghorn - Black-Box Optimization [IndabaX South Africa 2019]](https://i.ytimg.com/vi/mWHjrnyXFIE/mqdefault.jpg)
