MultinomialLogitBanditwithLowSwitchingCostKefanDong1YingkaiLi2QinZhang3YuanZhou4Abstractthatno-purchaseisthemostfrequentchoice,whichisverynaturalinretailing.W.l.o.g.,weassumev0=1,andvi1Westudymul...
FastAlgorithmforGeneralizedMultinomialModelswithRankingDataJiaqiGu1GuoshengYin1Abstractsharedstructuresinthelog-likelihoodfunction.Wetheoret-icallyshowthatthemaximumlikelihoodestimator(MLE)Wedevelo...
LearningaMixtureofTwoMultinomialLogitsFlavioChierichetti1RaviKumar2AndrewTomkins2Abstractnoknownpolynomial-timealgorithmstolearn(exactlyorapproximately)anynon-trivialmixtureofMultinomiallo-Theclass...