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Spectral Thompson Sampling

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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
2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
2011An Empirical Evaluation of Thompson Sampling1,000 cited
2011Analysis of Thompson Sampling for the multi-armed bandit problem904 cited
2011Improved Algorithms for Linear Stochastic Bandits860 cited
2012Thompson Sampling for Contextual Bandits with Linear Payoffs600 cited
2014Learning to Optimize via Posterior Sampling494 cited
2012Thompson Sampling: An Asymptotically Optimal Finite-Time Analysis381 cited
2012Further Optimal Regret Bounds for Thompson Sampling308 cited
2012Optimistic bayesian sampling in contextual-bandit problems213 cited
2007The Price of Bandit Information for Online Optimization161 cited
2013Thompson Sampling for 1-Dimensional Exponential Family Bandits88 cited
2013Eluder Dimension and the Sample Complexity of Optimistic Exploration68 cited

Cited by

2020Neural Thompson Sampling40 cited

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