2024机器学习新书《贝叶斯优化实战》Bayesian Optimization in Action.pdf
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Bayesian Optimization IN ACT ON Quan Nguyen Forewords by Luis Serrano and David Sweet MANNING Step 2:Score with a policy and find the highest score. Step 1:Train a Gaussian process and make predictions. Step 3:Evaluate the objective function and update training data. The Bayesian optimization loop which bines a Gaussian process for making predictions with calibrated uncertainty (chapters 2 and 3)and a policy for decision making regarding how to evaluate the objective function next (chapters 4 through 6) Bayesian Optimization in Action QUAN NGUYEN FOREWORDS BY LUIS SERRANO AND DAVID SWEET MANNING SHELTER ISLAND ...