Discrete-ValuedLatentPreferenceMatrixEstimationwithGraphSideInformationChanghunJo1KangwookLee2Abstracthavestartedtouseasocialgraphtoresolvethecoldstartproblem.Forinstance,Jamali&Ester(2010)providea...
PreferenceModelingwithContext-DependentSalientFeaturesAmandaBower1LauraBalzano2Abstractmodelsaddressthisissuewithmodelingnoise,ignoringitssystematicnature.Weobserve,asothershavebeforeusWeconsiderth...
FairnesswithoutHarm:DecoupledClassifierswithPreferenceGuaranteesBerkUstun1YangLiu2DavidC.Parkes1AbstractManyoftheproposedmethodsforfairmachinelearninghaveaimedtobuildmodelsthatpredictorperforminthe...
TheLimitsofMaxing,Ranking,andPreferenceLearningMoeinFalahatgar1AyushJain1AlonOrlitsky1VenkatadheerajPichapati1VaishakhRavindrakumar1Abstractthatguaranteestheexistenceofmaximumandshowthatunderthismo...