Confidence-BudgetMatchingforSequentialBudgetedLearningYonathanEfroni∗1NadavMerlis∗2AadirupaSaha1ShieMannor23AbstractTosolvesuchproblems,mostworkssharethesameabstractinteractionmodel.Ateachround,a...
BudgetedHeterogeneousTreatmentEffectEstimationTianQin1Tian-ZuoWang1Zhi-HuaZhou1Abstractmentassignmentisrandomized,sotheestimatescanbereadilyobtained.However,RCTsareoftencostlytorun,Heterogeneoustre...
BudgetedOnlineInfluenceMaximizationPierrePerrault123JenniferHealey1ZhengWen4MichalValko43Abstractencemaximization(OIM)(Vaswanietal.,2015;Wenetal.,2017)whereanagentactivelylearnsaboutthenetworkbyWei...
BudgetedExperimentDesignforCausalStructureLearningAmirEmadGhassami1SaberSalehkaleybar2NegarKiyavash1EliasBareinboim3AbstractobservationalapproachesreconstructthecausalgraphuptoMarkovequivalenceclas...