The presentation below, “Using Bayesian Optimization to Tune Machine Learning Models” by Scott Clark of SigOpt is from MLconf. The talk briefly introduces Bayesian Global Optimization as an efficient ...

To estimate the age distribution of a fish population, a two-phase stratified sample design is proposed. Bayesian methods are employed to determine (a) optimal estimators of the desired population ...

In traditional schedule or dose–schedule finding designs, patients are assumed to receive their assigned dose–schedule combination throughout the trial even though the combination may be found to have ...