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01/12/2020
Bayesian Quantile and Expectile Optimisation
Bayesian optimisation is widely used to optimise stochastic black box fu...
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04/17/2019
X-Armed Bandits: Optimizing Quantiles and Other Risks
We propose and analyze StoROO, an algorithm for risk optimization on sto...
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01/23/2019
