UnderstandingandMitigatingtheTradeoffBetweenRobustnessandAccuracyAditiRaghunathan1SangMichaelXie1FannyYang2JohnC.Duchi1PercyLiang1AbstractStdErr(AT)-StdErr(Std)(%)ε=1/255Figure1.Gapbetweenthestan-...
RethinkingLossyCompression:TheRate-Distortion-PerceptionTradeoffYochaiBlau1TomerMichaeli1AbstractarerootedinShannon’sseminalworkonrate-distortiontheory(Shannon,1959),whichanalyzesthefundamentalLos...
AdaptiveExploration-ExploitationTradeoffforOpportunisticBanditsHuasenWu1XueyingGuo2XinLiu2AbstractMotivatingscenario1:pricevariation.MABhasbeenwidelyusedinstudyingeffectiveproceduresandtreatmentsIn...