OnLimited-MemorySubsamplingStrategiesforBanditsDorianBaudry1YoanRussac2OlivierCappé2AbstractMulti-armedbanditsmodelshavebeenusedtoaddressawiderangeofsequentialoptimizationtasksunderuncer-Therehasb...
ActiveDeepProbabilisticSubsamplingHansvanGorp1IrisA.M.Huijben1BastiaanS.Veeling2NicolaPezzotti34RuudJ.G.vanSloun14AbstractFirstproposedbyDonoho(2006),andlaterappliedforMRIbyLustigetal.(2007),CSleve...
SpectralSubsamplingMCMCforStationaryTimeSeriesRobertSalomone1MatiasQuiroz2RobertKohn1MattiasVillani34Minh-NgocTran5Abstractaweightedcoresetofdatapointsfoundbyoptimization(Campbell&Broderick,2018;Ca...
Frank-WolfewithSubsamplingOracleThomasKerdreux1FabianPedregosa23Alexandred’Aspremont41Abstractgorithmandvariantshaveseenanimpressiverevivalinrecentyears,duetotheirlowmemoryrequirementsandWeanalyze...