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» On learning with dissimilarity functions

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ICIP
2010
IEEE

238views Image Processing» more ICIP 2010»

Non-rigid image registration by using graph-cuts with mutual information

13 years 5 months ago

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Non-rigid image registration plays an important role in medical image analysis. Recently, Tang and Chung proposed to model the non-rigid medical image registration problem as an e...

Ronald W. K. So, Albert C. S. Chung

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ICML
2009
IEEE

157views Machine Learning» more ICML 2009»

Function factorization using warped Gaussian processes

14 years 8 months ago

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Mikkel N. Schmidt

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EUROCOLT
1995
Springer

89views Machine Learning» more EUROCOLT 1995»

Function learning from interpolation

13 years 11 months ago

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Martin Anthony, Peter L. Bartlett

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IJCAI
2007

227views Artificial Intelligence» more IJCAI 2007»

A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning

13 years 9 months ago

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In recent years, metric learning in the semisupervised setting has aroused a lot of research interests. One type of semi-supervised metric learning utilizes supervisory informatio...

Dit-Yan Yeung, Hong Chang, Guang Dai

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ACML
2009
Springer

326views Machine Learning» more ACML 2009»

A Reformulation of Support Vector Machines for General Confidence Functions

14 years 2 months ago

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