TransparencyPromotionwithModel-AgnosticLinearCompetitorsHassanRafique1TongWang2QihangLin2ArshiaSighani3Abstractderstandandrationalize.Drivenbythepracticalneeds,researchershaveshiftedtheirfocustoacc...
OntheGlobalOptimalityofModel-AgnosticMeta-Learning:ReinforcementLearningandSupervisedLearningLingxiaoWang1QiCai1ZhuoyanYang2ZhaoranWang1Abstracttimization,wheretheinnerlevelsolveseachsubtaskbasedon...
FACT:ADiagnosticforGroupFairnessTrade-offsJoonSikKim12JiahaoChen3AmeetTalwalkar14Abstractfairness,whichmeasureshowagroupofindividualswithcertainprotectedattributesaretreateddifferentlyfromotherGrou...
Model-AgnosticMeta-LearningforFastAdaptationofDeepNetworksChelseaFinn1PieterAbbeel12SergeyLevine1Abstracttheformofcomputationrequiredtocompletethetask.Weproposeanalgorithmformeta-learningthatInthis...