OnlineUnrelatedMachineLoadBalancingwithPredictionsRevisitedShiLi1JiayiXian1Abstractlearnedeasily.AsPredictionsareoftenerror-prone,ide-allytheperformanceofthealgorithmshoulddeteriorateWestudytheonli...
ExplainingTimeSeriesPredictionswithDynamicMasksJonathanCrabbe´1MihaelavanderSchaar123Abstractofexplainableartificialintelligence(XAI)thrived(BarredoArrietaetal.,2020;Das&Rad,2020;Tjoa&Guan,2020).H...
OnlineMetricAlgorithmswithUntrustedPredictionsAntoniosAntoniadis1ChristianCoester2asdatacenters(Iranietal.,2003;Linetal.,2013),andareMarekElia´sˇ3AdamPolak4BertrandSimon5alsorelatedtotheexpertspr...
CustomizingMLPredictionsForOnlineAlgorithmsKeertiAnand1RongGe1DebmalyaPanigrahi1AbstractThekeytothisquestionistheobservationthatunlikeinagenericlearningsetting,wearenotinterestedintraditionalApopul...
AnomalyDetectionWithMultiple-HypothesesPredictionsDucTamNguyen12ZhongyuLou2MichaelKlar2ThomasBrox1Abstractdrivingsystem,wemayhaveatestcasewithabearorakangarooontheroad.Fordefectdetectioninmanufactu...
UnderstandingBlack-boxPredictionsviaInfluenceFunctionsPangWeiKoh1PercyLiang1Abstractpoint(Ribeiroetal.,2016)orbyperturbingthetestpointtoseehowthepredictionchanges(Simonyanetal.,2013;LiHowcanweexpla...