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Easy introduction to gaussian process regression (uncertainty models)
Bayesian Optimisation with Gaussian Process Prior regression
Abigail Doyle, Princeton U & Jason Stevens, BMS: Bayesian Optimization for Chemical Synthesis
Bayesian optimization: implicit information about optimum in Gaussian process
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AutoML MOOC Chapter 4.3 - Bayesian Optimization: Gaussian Process Surrogates
Gaussian Processes
Bayesian Optimization for machine learning : PIIA - Gaussian distributions
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Last Updated: August 14, 2026
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