[1] 张鸿宾.计算机学习理论及其应用 [J].计算机科学,1999,10(3):18-20.[2] VALIANT L G.A Theory of the Learnable [J].CACM,1984,27(11):1 134-1 142.[3] ARINDAM BANERJEE.On Bayesian Bounds [C].Pittsburgh,PA:Proceedings of the 23rd International Conference on Machine Learning,2006:30-32.[4] JAYANTA K GHOSH,MOHAN DELAMPADY,TAPAS SAMANTA.An Introduction to Bayesian Analysis:Theory and Methods [M].Springer,2006:28-59.[5] OFER DEKEL.PAC-Bayesian Analysis [J].Learning Theory Lecture,2011(14):1-4.[6] TAIJI SUZUKI.PAC-Bayesian Bound for Gaussian Process Regression and Multiple Kernel Additive Model [J].25thAnnual Conference on Learning Theory,Workshop and Conference Proceedings,2012,23(8):1-20.[7] MAHDI MILANNI FARD,JOELLE PINEAU.PAC-Bayesian Model Selection for Reinforcement Learning [M].Cambridge:An Introduction MIT Press,1998:1-8.[8] TREVOR HASTIE,ROBERT TIBSHIRANI,JEROME FRIEDMAN.The Elements of Statistical Learning [M].Stanford,California:Springers Series in Statistics,2008:1-18.[9] PETER D HOFF.A First Course in Bayesian Statistical Methods [M].Stanford,California:Springers Series in Statistics,2008:89-104.[10] TREVOR HASTIE,ROBERT TIBSHIRANI,JEROME FRIEDMAN.The Elements of Statistical Learning [M].Stanford,California:Springers Series in Statistics,2008:18-19.[11] VORGELEGT VON DIPLOM-PHYSIKER.PAC-Bayesian Pattern Classification with Kernels [M].Berlin:Tag der Wissenschaftlichen Aussprache,2002:7-12.[12] PASCAL GERMAIN,ALEXANDRE LACASSE,FRANCOIS LAVIOLETTE.PAC-Bayesian Learning of Linear Classifiers [C].Montreal:Canada:Appearing in Proceedings of the 26th International Conference on Machine Learning,2009:1-4.[13] MATTHIAS SEEGER.PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification [J].Journal of Machine Learning Research,2002(3):233-269. |