LearningfromBiasedData:ASemi-ParametricApproachPatriceBertail1StephanCle´menc¸on2YannickGuyonvarch2NathanNoiry2AbstractdistributionPand:Z×Θ→R+isagivenlossfunc-Weconsiderriskminimizationproblem...
LearningDe-BiasedRepresentationswithBiasedRepresentationsHyojinBahng1SanghyukChun2SangdooYun2JaegulChoo3SeongJoonOh2Abstractswampscenes,butswampitselfisnotafrog.Nonetheless,amodelwillexploitthisbia...
ExplorationThroughRewardBiasing:Reward-BiasedMaximumLikelihoodEstimationforStochasticMulti-ArmedBanditsXiLiu1Ping-ChunHsieh2Yu-HengHung2AnirbanBhattacharya3P.R.Kumar1Abstractandthenappliestheaction...
Learning-to-LearnStochasticGradientDescentwithBiasedRegularizationGiuliaDenevi12CarloCiliberto34RiccardoGrazzi14MassimilianoPontil14Abstracttasksfromaprescribedfamily.Tohighlightthedifferencebetwee...
ClassificationfromPositive,UnlabeledandBiasedNegativeDataYu-GuanHsieh∗1GangNiu2MasashiSugiyama23Abstractbelongingtothisclassaretoodiversetobeexhaustivelyannotated.Thesameproblemarisesintextclassi...