The Forgetron: A Kernel-Based Perceptron on a Fixed Budget
暂无分享,去创建一个
[1] F ROSENBLATT,et al. The perceptron: a probabilistic model for information storage and organization in the brain. , 1958, Psychological review.
[2] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[3] Claudio Gentile,et al. A New Approximate Maximal Margin Classification Algorithm , 2002, J. Mach. Learn. Res..
[4] Koby Crammer,et al. Online Passive-Aggressive Algorithms , 2003, J. Mach. Learn. Res..
[5] Koby Crammer,et al. Online Classification on a Budget , 2003, NIPS.
[6] Alexander J. Smola,et al. Online learning with kernels , 2001, IEEE Transactions on Signal Processing.
[7] Yi Li,et al. The Relaxed Online Maximum Margin Algorithm , 1999, Machine Learning.
[8] Jason Weston,et al. Online (and Offline) on an Even Tighter Budget , 2005, AISTATS.
[9] Yoram Singer,et al. A New Perspective on an Old Perceptron Algorithm , 2005, COLT.