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Preferential Bayesian Optimization
5 references·1 citing·21 second hop
Preferential Bayesian Optimization (2017)Preferential Bayesian OptimizationBatch Bayesian Optimization via Local Penalization (2015)Batch Bayesian Optimization v…Reducing Dueling Bandits to Cardinal Bandits (2014)Reducing Dueling Bandits to C…The K-armed dueling bandits problem (2012)The K-armed dueling bandits p…Practical Bayesian Optimization of Machine Learning Algorithms (2012)Practical Bayesian Optimizati…Entropy search for information-efficient global optimization (2012)Entropy search for informatio…Advancements in Dueling Bandits (2018)Advancements in Dueling Bandi…On stochastic differential equations (1951)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Predictive Entropy Search for Efficient Global Optimization of Black-box Functions (2014)Bayesian Optimization in a Billion Dimensions via Random Embeddings (2016)Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets (2016)Some aspects of the sequential design of experiments (1952)Finite-time Analysis of the Multiarmed Bandit Problem (2002)The Nonstochastic Multiarmed Bandit Problem (2002)Stagewise Safe Bayesian Optimization with Gaussian Processes (2018)Comparing Robot and Human guided Personalization: Adaptive Exercise Robots are Perceived as more Competent and Trustworthy (2020)Stochastic Linear Optimization Under Bandit Feedback (2008)A Survey of Preference-Based Online Learning with Bandit Algorithms (2014)Online Stochastic Linear Optimization under One-bit Feedback (2015)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Preference-based Online Learning with Dueling Bandits: A Survey (2018)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A Tutorial on Bayesian Optimization (2018)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)Batched Large-scale Bayesian Optimization in High-dimensional Spaces (2017)High-dimensional Bayesian optimization using low-dimensional feature spaces (2020)Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 (2021)
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References

  • 2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
  • 2012Entropy search for information-efficient global optimization456 cited
  • 2012The K-armed dueling bandits problem248 cited
  • 2015Batch Bayesian Optimization via Local Penalization212 cited
  • 2014Reducing Dueling Bandits to Cardinal Bandits97 cited

Cited by

  • 2018Advancements in Dueling Bandits33 cited

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