OneforOne,orAllforAll:EquilibriaandOptimalityofCollaborationinFederatedLearningAvrimBlum1NikaHaghtalab2RichardLanasPhillips3HanShao1Abstractpitals(Wenetal.,2019;Powell,2019)anddevices(McMa-han&Rama...
MixedNashEquilibriaintheAdversarialExamplesGameLaurentMeunier12MeyerScetbon3RafaelPinot4JamalAtif1YannChevaleyre1AbstractAlongthisline,(Pinotetal.,2020)demonstrated,usinggametheory,thatrandomizedcl...
ImplicitLearningDynamicsinStackelbergGames:EquilibriaCharacterization,ConvergenceAnalysis,andEmpiricalStudyTannerFiez1BenjaminChasnov1LillianRatliff1Abstractandhyperparameteroptimization(Maclaurine...
DoGANsalwayshaveNashEquilibria?FarzanFarnia1AsumanOzdaglar1Abstractinmanytasksoflearningthedistributionofobservedsam-ples.Unlikethetraditionalapproachestodistributionlearn-Generativeadversarialnetw...
FastComputationofNashEquilibriainImperfectInformationGamesRemiMunos1JulienPerolat1Jean-BaptisteLespiau1MarkRowland1BartDeVylder1MarcLanctot1FinbarrTimbers1DanielHennes1ShayeganOmidshafiei1AudrunasG...
ConvergingtoTeam-MaxminEquilibriainZero-SumMultiplayerGamesYouzhiZhang1BoAn1Abstract(NEs)forzero-sumgames(Nash,1951)vialinearprograms(VonNeumann&Morgenstern,1953;VonStengel,1996;Efficientlycomputin...
FindingMixedNashEquilibriaofGenerativeAdversarialNetworksYa-PingHsieh1ChenLiu1VolkanCevher1Abstract2016).Indeed,thestochasticgradientdescent(SGD),alongwithitsvariants,remainthemethodofchoicefortrai...
CompetingAgainstEquilibriainZero-SumGameswithEvolvingPayoffsAdrianRiveraCardoso1JacobAbernethy2HeWang1HuanXu1Abstractsumgames,wheretheunderlyingpayoffmatrixisoftenassumedtobefixedori.i.d.Incontrast...