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A Survey on Practical Applications of Multi-Armed and Contextual Bandits
4 references·0 citing·16 second hop
A Survey on Practical Applications of Multi-Armed and Contextual Bandits (2019)A Survey on Practical Applications of Mul…Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits (2017)Efficient Hyperparameter Opti…Thompson Sampling for Contextual Bandits with Linear Payoffs (2012)Thompson Sampling for Context…The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information (2007)The Epoch-Greedy Algorithm fo…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Gambling in a rigged casino: The adversarial multi-armed bandit problem (2002)Parametric Bandits: The Generalized Linear Case (2010)Online Decision Making with High-Dimensional Covariates (2019)Survey on Applications of Multi-Armed and Contextual Bandits (2020)The Nonstochastic Multiarmed Bandit Problem (2002)Using confidence bounds for exploitation-exploration trade-offs (2003)An Empirical Evaluation of Thompson Sampling (2011)Further Optimal Regret Bounds for Thompson Sampling (2012)Learning to Optimize via Posterior Sampling (2014)A Tutorial on Thompson Sampling (2018)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Practical Bayesian Optimization of Machine Learning Algorithms (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Fast Bayesian hyperparameter optimization on large datasets (2017)A data-aware explainable deep learning approach for next activity prediction (2023)Prediction, Learning, and Games (2006)
this work references cited by second hop

References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2012Thompson Sampling for Contextual Bandits with Linear Payoffs600 cited
  • 2007The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information426 cited
  • 2017Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits127 cited

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