Improved,deterministicSmoothingfor1CertifiedRobustnessAlexanderLevine1SoheilFeizi1Abstracthaviorofmachinelearningsystemsundersmallinputper-turbations(Szegedyetal.,2013;Goodfellowetal.,2014;Randomiz...
AScalabledeterministicGlobalOptimizationAlgorithmforClusteringProblemsKaixunHua1MingfeiShi1YankaiCao1AbstractThedifferentdefinitionsofcostfunctioninducedifferenttypesofclusteringalgorithms.Inthispa...
FastdeterministicCURMatrixDecompositionwithAccuracyAssuranceYasutoshiIda12SekitoshiKanai1YasuhiroFujiwara3TomoharuIwata3KohTakeuchi24HisashiKashima24Abstractthedatamatrix.Namely,thedecomposedmatric...
EstimatingQ(s,s)withDeepdeterministicDynamicsGradientsAshleyD.Edwards1HimanshuSahni2RosanneLiu13JaneHung1AnkitJain1RuiWang1AdrienEcoffet1ThomasMiconi1CharlesIsbell2JasonYosinski13AbstractActionat+1...
Scale-freeadaptiveplanningfordeterministicdynamics&discountedrewardsPeterL.Bartlett1VictorGabillon2JenniferHealey3MichalValko4Abstractsetting.Ouralgorithmimplementsascale-freefunctionop-timizations...