ProportionalAllocation:simple,Distributed,andDiverseMatchingwithHighEntropyShipraAgrawal1VahabMirrokni2MortezaZadimoghaddam2Abstractmains,includingcomputervision(Belongieetal.,2002),estimatingtexts...
KatyushaX:PracticalMomentumMethodforStochasticSum-of-NonconvexOptimizationZeyuanAllen-Zhu1Abstractsolvingthem.Theproblemofminimizingsum-of-nonconvexAtleasttracingbackto2015,Shalev-Shwartz(2016)iden...
AsimpleMulti-ClassBoostingFrameworkwithTheoreticalGuaranteesandEmpiricalProficiencyRonAppel1PietroPerona1Abstract(a)Old:DecisionStumps(b)New:LocalizedSimilaritiesThereisaneedforsimpleyetaccuratewhi...
JustSortIt!AsimpleandEffectiveApproachtoActivePreferenceLearningLucasMaystre1MatthiasGrossglauser1Abstractchosencomparisonsaresufficient.Inthiswork,wedemon-stratethatsortingalgorithmscanalsobehelpf...
CoherencePursuit:Fast,simple,andRobustSubspaceRecoveryMostafaRahmani1GeorgeAtia1AbstractdimensionalsubspacebysolvingAremarkablysimple,yetpowerful,algorithmminD−UˆUˆTDFsubjecttoUˆTUˆ=I,(1)terme...
BayesianinferenceonrandomsimplegraphswithpowerlawdegreedistributionsJuhoLee1CreightonHeaukulani2ZoubinGhahramani23LancelotF.James4SeungjinChoi1Abstractabsenceoflinksbetweenobjectsinthenetwork.Forex...