RobustLearningwiththeHilbert-SchmidtIndependenceCriterionDanielGreenfeld1UriShalit1Abstractvantastrainingsetssuchaslabeledimagecollectionsareoftenrestrictedtoacertainsetting,timeorplace,whiletheWei...
TheImplicitFairnessCriterionofUnconstrainedLearningLydiaT.Liu1MaxSimchowitz1MoritzHardt1Abstractormoresensitiveattributes,aswellasarelatedCriterioncalledsufficiency(e.g.,Barocasetal.,2018),atthecos...