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» Kernelization of packing problems
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NIPS
2004
15 years 3 months ago
The Variational Ising Classifier (VIC) Algorithm for Coherently Contaminated Data
There has been substantial progress in the past decade in the development of object classifiers for images, for example of faces, humans and vehicles. Here we address the problem ...
Oliver M. C. Williams, Andrew Blake, Roberto Cipol...
USENIX
1994
15 years 3 months ago
Application-Controlled File Caching Policies
We considerhowtoimprovetheperformanceof le cachingbyallowinguser-levelcontrolover lecache replacementdecisions. Weusetwo-levelcachemanagement: the kernel allocates physical pages ...
Pei Cao, Edward W. Felten, Kai Li
123
Voted
VISAPP
2007
15 years 3 months ago
Image deconvolution using a stochastic differential equation approach
We consider the problem of image deconvolution. We foccus on a Bayesian approach which consists of maximizing an energy obtained by a Markov Random Field modeling. MRFs are classi...
Xavier Descombes, M. Lebellego, Elena Zhizhina
CSSC
2008
84views more  CSSC 2008»
15 years 2 months ago
Nonparametric Regression as an Example of Model Choice
Nonparametric regression can be considered as a problem of model choice. In this paper we present the results of a simulation study in which several nonparametric regression techn...
Laurie Davies, Ursula Gather, Henrike Weinert
JMLR
2006
89views more  JMLR 2006»
15 years 2 months ago
Maximum-Gain Working Set Selection for SVMs
Support vector machines are trained by solving constrained quadratic optimization problems. This is usually done with an iterative decomposition algorithm operating on a small wor...
Tobias Glasmachers, Christian Igel