Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions

11 references·6 citing·29 second hop

FromToDepth

this work references cited by second hop

References

2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
2010A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning2,053 cited
2015Scalable Bayesian Optimization Using Deep Neural Networks703 cited
2012Entropy search for information-efficient global optimization456 cited
2014Predictive Entropy Search for Efficient Global Optimization of Black-box Functions369 cited
2012Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization340 cited
2008Practical Bayesian optimization222 cited
2006Stochastic Optimization Models in Finance160 cited
2013Parallel Gaussian process optimization with upper confidence bound and pure exploration144 cited
2010The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery137 cited

Cited by

2019Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly98 cited
2017Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space89 cited
2019Bayesian Optimisation over Multiple Continuous and Categorical Inputs

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

59 cited

2016Batched Gaussian Process Bandit Optimization via Determinantal Point Processes58 cited

2019Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its parallelization40 cited

2017Distributed Batch Gaussian Process Optimization32 cited