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CPSC 330: Lecture 5 supplement: Bayesian hyperparameter optimization
Bayesian Optimization - Math and Algorithm Explained
How does Bayesian Optimization even work
Better Science Through Better Bayesian Computation -- Ryan Adams (Harvard) -- 2015
Coding Bayesian Optimization (Bayes Opt) with BOTORCH - Python example for hyperparameter tuning
32. Bayesian Optimization
Abigail Doyle, Princeton U & Jason Stevens, BMS: Bayesian Optimization for Chemical Synthesis
Introduction to Bayesian Optimization, Javier Gonzalez
DDPS | Bayesian Optimization: Exploiting Machine Learning Models, Physics, & Throughput Experiments
The Art of Acquisition Functions in Bayesian Optimisation
Patrick Rinke: Active Materials Exploration and Characterization with Bayesian Optimization
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Last Updated: August 15, 2026
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