Citation map · Study

SZodixStudyAcademic Library

Dashboard Shelves Open access My library Inbox Notes Write Learn Alerts

More

Ask your library Notifications Quick cite Review

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

Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization

11 references·16 citing·25 second hop

FromToDepth

this work references cited by second hop

References

2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
1952Some aspects of the sequential design of experiments2,183 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
1979Bandit Processes and Dynamic Allocation Indices1,488 cited
2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
2011Improved Algorithms for Linear Stochastic Bandits860 cited
2008Stochastic Linear Optimization Under Bandit Feedback581 cited
2012Entropy search for information-efficient global optimization456 cited
2009Pure Exploration in Multi-armed Bandits Problems365 cited
2008Multi-armed bandits in metric spaces353 cited

Cited by

2018Parallelised Bayesian Optimisation via Thompson Sampling145 cited
2013Parallel Gaussian process optimization with upper confidence bound and pure exploration144 cited
2017Batched Large-scale Bayesian Optimization in High-dimensional Spaces114 cited
2013

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

Active Learning for Level Set Estimation

109 cited

2015Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions108 cited

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

2015Online learning under delayed feedback89 cited

2019Batch Bayesian optimization using multi-scale search68 cited

2023Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process65 cited

2017Practical Bayesian support vector regression for financial time series prediction and market condition change detection64 cited

2016Batched Gaussian Process Bandit Optimization via Determinantal Point Processes58 cited

2013Gaussian Process Optimization with Mutual Information53 cited

2022New paradigms for exploiting parallel experiments in Bayesian optimization46 cited

2026Spectral bandits for smooth graph functions45 cited

2020Bayesian Optimization for Categorical and Category-Specific Continuous Inputs44 cited