SetsClusteringIbrahimJubran1MuradTukan1AlaaMaalouf1DanFeldman1Abstract(a)k=1(b)k=2TheinputtotheSets-k-meansproblemisanin-Figure1.Sets-k-meansforpairsontheplane.Theinputisasettegerk≥1andasetP={P1,...
ImprovedSleepingBanditswithStochasticActionsSetsandAdversarialRewardsAadirupaSaha1PierreGaillard2MichalValko3Abstractetal.,2012).Howeverinvariousrealworldapplications,thedecisionspace(setofarmsA)of...
FromSetstoMultiSets:ProvableVariationalInferenceforProbabilisticIntegerSubmodularModelsAytuncSahin1YataoBian2JoachimM.Buhmann1AndreasKrause1Abstracttionperspective.Usingthecelebratedgreedyalgorithm...
ConfidenceSetsandHypothesisTestinginaLikelihood-FreeInferenceSettingNiccolo`Dalmasso1RafaelIzbicki2AnnB.Lee1Abstract1.IntroductionParameterestimation,statisticaltestsandconfi-Parameterestimation,st...
TrainableDecodingofSetsofSequencesforNeuralSequenceModelsAshwinKalyan1PeterAnderson1StefanLee1DhruvBatra12Abstractinteractionspresentintheimage(Kalyanetal.,2018).Beingabletoproducemultiplerelevanto...
OnConnectedSublevelSetsinDeepLearningQuynhNguyen1Abstractcontinuouspathfromanystartingpointinparameterspaceonwhichthelossisnon-increasingandgetsarbitrarilycloseThispapershowsthateverysublevelsetoft...
DeepModelsofInteractionsAcrossSetsJasonHartford1DevonRGraham1KevinLeyton-Brown1SiamakRavanbakhsh1AbstractR.ThecanonicalrepresentationofsuchafunctionisamatrixX∈RN×M;ofcourse,wewantXn,m=xforeachWeu...