AnalyzingMonotonicLinearInterpolationinNeuralNetworkLossLandscapesJamesLucas12JuhanBae12MichaelR.Zhang12StanislavFort3RichardZemel12RogerGrosse12AbstractFigure1.MonotoniclinearinterpolationforaResN...
MonotonicRobustPolicyOptimizationwithModelDiscrepancyYuankunJiang1ChenglinLi2WenruiDai1JunniZou1HongkaiXiong2Abstractcontroltasks,e.g.,playingcomputergameswithhuman-levelperformance(Mnihetal.,2013;...
ExplanationsforMonotonicClassifiersJoaoMarques-Silva1ThomasGerspacher1MartinCooper1AlexeyIgnatiev2NinaNarodytska3Abstract2018),activelearning(Barile&Feelders,2012)and,morerecently,infairness(Wang&G...
BreakingtheSoftmaxBottleneckviaLearnableMonotonicPointwiseNon-linearitiesOctavian-EugenGanea1SylvainGelly2GaryBécigneul1AliakseiSeveryn3AbstractbyaSoftmaxfunctiontooutputaprobabilitydistributionov...
QMIX:MonotonicValueFunctionFactorisationforDeepMulti-AgentReinforcementLearningTabishRashid1MikayelSamvelyan2ChristianSchroederdeWitt1GregoryFarquhar1JakobFoerster1ShimonWhiteson1Abstract(a)5Marine...
FastMaximizationofNon-Submodular,MonotonicFunctionsontheIntegerLatticeAlanKuhnle1J.DavidSmith1VictoriaG.Crawford1MyT.Thai1AbstractKempe,2011;Horel&Singer,2016).Inthiswork,weTheoptimizationofsubmodu...
OnlineandLinear-TimeAttentionbyEnforcingMonotonicAlignmentsColinRaffel1Minh-ThangLuong1PeterJ.Liu1RonJ.Weiss1DouglasEck1Abstractmechanisms(Bahdanauetal.,2015).Inasequence-to-sequencemodelwithattent...