RobustReinforcementLearningusingLeastSquaresPolicyIterationwithProvablePerformanceGuaranteesKishanPanaganti1DileepKalathil1AbstractThismismatchbetweenthetrainingandtestingenvironmentparameterscansi...
PrivateAlternatingLeastSquares:PracticalPrivateMatrixCompletionwithTighterRatesSteveChien1PrateekJain1WalidKrichene1SteffenRendle1ShuangSong1AbhradeepThakurta1LiZhang1Abstractknownuser-itemratingsm...
MessagePassingLeastSquaresFrameworkanditsApplicationtoRotationSynchronizationYunpengShi1GiladLerman1Abstractalsoasolution.Theabovementionedsynchronizationproblems(rotation,permutation,andZ2synchron...
OnlinePartialLeastSquareOptimization:DroppingConvexityforBetterEfficiencyandScalabilityZhehuiChen1LinF.Yang2ChrisJ.Li3TuoZhao1Abstract2011).Althoughthesedataareusuallyunlabeled,thereex-Multiviewrep...
DifferentiallyPrivateOrdinaryLeastSquaresOrSheffet1Abstractetal.,2008;Chaudhurietal.,2011;Kiferetal.,2012;Bass-ilyetal.,2014).However,allexistingbodyofworkonLinearregressionisoneofthemostprevalentd...