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Exploration Enhanced Expected Improvement for Bayesian Optimization · Study

WorkExploration Enhanced Expected Improvement for Bayesian Optimization

Julian Berk2019

OA

Workgreen2019

Exploration Enhanced Expected Improvement for Bayesian Optimization

Julian Berk · Vu Nguyen · Sunil Gupta · Santu Rana · Svetha Venkatesh

58 citations·0/0 files stored·Lecture notes in computer science

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Advanced Bandit Algorithms Research Advanced Multi-Objective Optimization Algorithms Gaussian Processes and Bayesian Inference

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References

2012Practical Bayesian Optimization of Machine Learning Algorithms 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting 2010A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning 1964A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise 2011Convergence rates of efficient global optimization algorithms 2014Predictive Entropy Search for Efficient Global Optimization of Black-box Functions 2008Practical Bayesian optimization 2017Max-value Entropy Search for Efficient Bayesian Optimization

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Details

Year2019

Typeother

Published2019-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations58

Files0 public / 0

ShelfAdvanced Bandit Algorithms Research

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doi10.1007/978-3-030-10928-8_37

openalex_workW2914909784

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