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» Kernels and Regularization on Graphs
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SGP
2004
15 years 2 months ago
A Remeshing Approach to Multiresolution Modeling
Providing a thorough mathematical foundation, multiresolution modeling is the standard approach for global surface deformations that preserve fine surface details in an intuitive ...
Mario Botsch, Leif Kobbelt
FPL
2008
Springer
175views Hardware» more  FPL 2008»
15 years 1 months ago
File system access from reconfigurable FPGA hardware processes in BORPH
This paper presents the design and implementation of BORPH's kernel file system layer that provides FPGA processes direct access to the general file system. Using a semantics...
Hayden Kwok-Hay So, Robert W. Brodersen
NIPS
2004
15 years 1 months ago
A Topographic Support Vector Machine: Classification Using Local Label Configurations
The standard approach to the classification of objects is to consider the examples as independent and identically distributed (iid). In many real world settings, however, this ass...
Johannes Mohr, Klaus Obermayer
AAAI
2000
15 years 1 months ago
Restricted Bayes Optimal Classifiers
We introduce the notion of restricted Bayes optimal classifiers. These classifiers attempt to combine the flexibility of the generative approach to classification with the high ac...
Simon Tong, Daphne Koller
ADCM
2008
136views more  ADCM 2008»
14 years 12 months ago
Learning and approximation by Gaussians on Riemannian manifolds
Learning function relations or understanding structures of data lying in manifolds embedded in huge dimensional Euclidean spaces is an important topic in learning theory. In this ...
Gui-Bo Ye, Ding-Xuan Zhou