MulticlassNeuralNetworkMinimizationviaTropicalNewtonPolytopeApproximationGeorgiosSmyrnis1PetrosMaragos1Abstracttherecentadventofneuralnetworkshasprovideditwithan-otherapplicationofgreatinterest,whi...
HeterogeneousModelReuseviaOptimizingMultipartyMulticlassMarginXi-ZhuWu1SongLiu23Zhi-HuaZhou1Abstracttheylearnparametersofthesamedimension,likeneuralnet-workwiththesamestructure(Shokri&Shmatikov,201...
BanditMulticlassLinearClassification:EfficientAlgorithmsfortheSeparableCaseAlinaBeygelzimer1Da´vidPa´l1Bala´zsSzo¨re´nyi1DevanathanThiruvenkatachari2Chen-YuWei3ChichengZhang4Abstractandreveals...
EfficientOnlineBanditMulticlassLearningwithO˜(√T)RegretAlinaBeygelzimer1FrancescoOrabona2ChichengZhang3Abstracttakesofthebestpredictorintheclass.Kakadeetal.(2008)proposedabanditmodificationoftheM...