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COLT
2003
Springer
15 years 3 months ago
Fast Kernels for Inexact String Matching
Christina S. Leslie, Rui Kuang
PAKDD
2010
ACM
124views Data Mining» more  PAKDD 2010»
15 years 2 months ago
Adaptive Matching Based Kernels for Labelled Graphs
Adam Woznica, Alexandros Kalousis, Melanie Hilario
CVPR
2010
IEEE
15 years 2 months ago
Bayes Optimal Kernel Discriminant Analysis
Kernel methods provide an efficient mechanism to derive nonlinear algorithms. In classification problems as well as in feature extraction, kernel-based approaches map the original...
Di You, Aleix Martinez
CVPR
2012
IEEE
13 years 6 days ago
Cross-based local multipoint filtering
This paper presents a cross-based framework of performing local multipoint filtering efficiently. We formulate the filtering process as a local multipoint regression problem, c...
Jiangbo Lu, Keyang Shi, Dongbo Min, Liang Lin, Min...
WCE
2007
14 years 11 months ago
Transformation Model Estimation for Point Matching Via Gaussian Processes
—One of main issues in point matching is the choice of the mapping function and the computation of its optimal hyperparameters. In this paper, we propose an attractive approach t...
Xin Yu, Jin-Wen Tian, Jian Liu