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Stochastic simultaneous optimistic optimization
9 references·3 citing·29 second hop
Stochastic simultaneous optimistic optimization (2026)Stochastic simultaneous optimistic optimi…Bandit Algorithms for Tree Search (2014)Bandit Algorithms for Tree Se…Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Information-Theoretic Regret …X -Armed Bandits (2011)X -Armed BanditsOptimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness (2011)Optimistic Optimization of a …Convergence rates of efficient global optimization algorithms (2011)Convergence rates of efficien…Pure Exploration in Multi-armed Bandits Problems (2009)Pure Exploration in Multi-arm…Online Optimization in X-Armed Bandits (2008)Online Optimization in X-Arme…Multi-armed bandits in metric spaces (2008)Multi-armed bandits in metric…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Black-box optimization of noisy functions with unknown smoothness (2026)Black-box optimization of noi…Online Stochastic Optimization under Correlated Bandit Feedback (2014)Online Stochastic Optimizatio…Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem (2013)Relative Upper Confidence Bou…Prediction, Learning, and Games (2006)A Survey of Preference-Based Online Learning with Bandit Algorithms (2014)Online rank elicitation for Plackett-Luce: a dueling bandits approach (2015)Some aspects of the sequential design of experiments (1952)The Nonstochastic Multiarmed Bandit Problem (2002)Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization (2012)Almost Optimal Exploration in Multi-Armed Bandits (2013)Non-stochastic Best Arm Identification and Hyperparameter Optimization (2015)Best Arm Identification in Multi-Armed Bandits (2010)On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning (2014)Bayesian Optimization with Exponential Convergence (2016)A Global Bayesian Optimization Algorithm and Its Application to Integrated System Design (2018)Nearly Tight Bounds for the Continuum-Armed Bandit Problem (2004)Dynamic pricing with limited supply (2012)High-Dimensional Gaussian Process Bandits (2013)Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms (2014)Improved Rates for the Stochastic Continuum-Armed Bandit Problem (2007)Parallel Gaussian process optimization with upper confidence bound and pure exploration (2013)A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning (2010)Bandit Algorithms (2020)Design and Analysis of Computer Experiments (1989)Bayesian Optimization in a Billion Dimensions via Random Embeddings (2016)Constrained Bayesian Optimization with Noisy Experiments (2018)Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics (2021)Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access (2010)Safe Exploration for Optimization with Gaussian Processes (2015)Stochastic Convex Optimization with Bandit Feedback (2013)Thompson Sampling for Complex Online Problems (2014)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)
this work references cited by second hop

References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
  • 2011Convergence rates of efficient global optimization algorithms454 cited
  • 2009Pure Exploration in Multi-armed Bandits Problems365 cited
  • 2008Multi-armed bandits in metric spaces353 cited
  • 2011X -Armed Bandits205 cited
  • 2014Bandit Algorithms for Tree Search170 cited
  • 2011Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness145 cited
  • 2008Online Optimization in X-Armed Bandits131 cited

Cited by

  • 2013Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem53 cited
  • 2014Online Stochastic Optimization under Correlated Bandit Feedback45 cited
  • 2026Black-box optimization of noisy functions with unknown smoothness42 cited

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