TheContinuousCategorical:ANovelSimplex-ValuedExponentialFamilyElliottGordon-Rodriguez1GabrielLoaiza-Ganem2JohnP.Cunningham1Abstractcalrelevanceacrossthenaturalandsocialsciences(seePawlowsky-Glahn&E...
BeingBayesianaboutCategoricalProbabilityTaejongJoo1UijungChung1Min-GwanSeo1AbstractBayesianNNs(BNNs;MacKay,1992)canaddresstheaforementionedissuesofsoftmax.BNNsprovidequan-Neuralnetworksutilizetheso...
BayesianOptimisationoverMultipleContinuousandCategoricalInputsBinxinRu∗1AhsanS.Alvi∗1VuNguyen1MichaelA.Osborne1StephenJRoberts1AbstractForexample,withadeepneuralnetwork,wemaywanttoadjustthelearni...
CategoricalFeatureCompressionviaSubmodularOptimizationMohammadHosseinBateni1LinChen12HosseinEsfandiari1ThomasFu1VahabS.Mirrokni1AfshinRostamizadeh1Abstractisastandardoccurrence.Forexample,intaskssu...