3398 search results - page 46 / 680 » Estimation of the Rate-Distortion Function |
113
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JMLR
2006
15 years 3 months ago
2006
We introduce an algorithm that simultaneously estimates a classification function as well as its gradient in the supervised learning framework. The motivation for the algorithm is...
134
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ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
In this article, a novel method to accurately estimate 3D surface of objects of interest is proposed. Each ray projected from 2D image plane to 3D space is modelled with the Gauss...
108
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
This paper addresses the estimation of symmetric χ2 -divergence between two point processes. We propose a novel approach by, first, mapping the space of spike trains in an appro...
144
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ML
2002
ACM
15 years 3 months ago
2002
ACM
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. ...
117
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CSB
2003
IEEE
15 years 9 months ago
2003
IEEE
We obtain recombination rate distribution functions for all human chromosomes using an optimal quantization method. This non-parametric method allows us to control over-/under-fi...