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COLT
2000
Springer

98views Machine Learning» more COLT 2000»

PAC Analogues of Perceptron and Winnow via Boosting the Margin

14 years 7 hour ago

We describe a novel family of PAC model algorithms for learning linear threshold functions. The new algorithms work by boosting a simple weak learner and exhibit complexity bounds...

Rocco A. Servedio

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23

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COLT
2001
Springer

98views Machine Learning» more COLT 2001»

Smooth Boosting and Learning with Malicious Noise

14 years 5 days ago

Download www.ai.mit.edu

We describe a new boosting algorithm which generates only smooth distributions which do not assign too much weight to any single example. We show that this new boosting algorithm ...

Rocco A. Servedio

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22

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ICDAR
2009
IEEE

158views Document Analysis» more ICDAR 2009»

Biometric Person Authentication Method Using Camera-Based Online Signature Acquisition

14 years 2 months ago

Download www.cvc.uab.es

A camera-based online signature veriﬁcation system is proposed in this paper. One web camera is used for data acquisition, and a sequential Monte Carlo method is used for tracki...

Daigo Muramatsu, Kumiko Yasuda, Takashi Matsumoto

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33

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ICCV
2009
IEEE

292views Computer Vision» more ICCV 2009»

A robust boosting tracker with minimum error bound in a co-training framework

13 years 5 months ago

Download nlpr-web.ia.ac.cn

The varying object appearance and unlabeled data from new frames are always the challenging problem in object tracking. Recently machine learning methods are widely applied to tra...

Rong Liu, Jian Cheng, Hanqing Lu

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26

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IPPS
1992
IEEE

99views Distributed And Parallel Com...» more IPPS 1992»

On-Line Communication on Circuit-Switched Fixed Routing Meshes

13 years 11 months ago

Download www.seas.gwu.edu

Abdou Youssef

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