OptimizingBlack-boxMetricswithAdaptiveSurrogatesQijiaJiang1OlaoluwaAdigun2HarikrishnaNarasimhan3MahdiMilaniFard3MayaGupta3Abstractinformationbeusedtoinfluencethetrainingloss?Similarexamplesalsoaris...
ModulatingSurrogatesforBayesianOptimizationErikBodin1MarkusKaiser23IevaKazlauskaite4ZhenwenDai5NeillD.F.Campbell4CarlHenrikEk1AbstractsequentialdecisionmakingtaskssuchasBO,wherethemodelisusednotonl...
ConvexCalibratedSurrogatesfortheMulti-LabelF-MeasureMingyuanZhang1HarishG.Ramaswamy2ShivaniAgarwal1Abstract1.IntroductionTheF-measureisawidelyusedperformanceTheFβ-measureisawidelyusedperformanceme...