Overview to Composite Bayesian Optimization By Raul Astudillo
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Abigail Doyle, Princeton U & Jason Stevens, BMS: Bayesian Optimization for Chemical Synthesis
Louis Tiao | “Bayesian Optimization by Classification
Bayesian Optimization in the Wild: Risk-Averse Decisions and Budget Constraints
Coding Bayesian Optimization (Bayes Opt) with BOTORCH - Python example for hyperparameter tuning
Alan Fern, Bringing Bayesian Optimization into the lab: Reasoning about resources and actions
Patrick Rinke: Active Materials Exploration and Characterization with Bayesian Optimization
Bayesian Optimization over Combinatorial Structures - Aryan Deshwal
Zi Wang | Pre-training helps Bayesian optimization too
Roman Garnett - Bayesian Optimization
Bayesian Optimization: From Research to Production with BoTorch & Ax
Bayesian optimisation in many dimensions with bespoke models
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Last Updated: August 18, 2026
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