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» Estimation of the Rate-Distortion Function
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BIBM
2008
IEEE
111views Bioinformatics» more  BIBM 2008»
15 years 11 months ago
Estimating Regulatory Associations of Genomic Loci and Biological Pathways in Lymphoblastoid Cells
Genetical genomics has been established to study genetic variation of gene expression. It treats transcript expression as a quantitative trait and identifies putative regulatory l...
Jung Hoon Woo, Eunjee Lee, Sung-Bum Cho, Ju Han Ki...
GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
15 years 10 months ago
Towards billion-bit optimization via a parallel estimation of distribution algorithm
This paper presents a highly efficient, fully parallelized implementation of the compact genetic algorithm (cGA) to solve very large scale problems with millions to billions of va...
Kumara Sastry, David E. Goldberg, Xavier Llor&agra...
3DPVT
2006
IEEE
240views Visualization» more  3DPVT 2006»
15 years 10 months ago
Object Centered Stereo: Displacement Map Estimation Using Texture and Shading
We consider the problem of recovering 3D surface displacements using both shading and multi-view stereo cues. In contrast to traditional disparity or depth map representations, th...
Neil Birkbeck, Dana Cobzas, Martin Jägersand
COLT
2004
Springer
15 years 8 months ago
Oracle Bounds and Exact Algorithm for Dyadic Classification Trees
This paper introduces a new method using dyadic decision trees for estimating a classification or a regression function in a multiclass classification problem. The estimator is bas...
Gilles Blanchard, Christin Schäfer, Yves Roze...
CORR
2011
Springer
234views Education» more  CORR 2011»
14 years 11 months ago
Mutual Information, Relative Entropy, and Estimation in the Poisson Channel
Let X be a non-negative random variable and let the conditional distribution of a random variable Y , given X, be Poisson(γ · X), for a parameter γ ≥ 0. We identify a natural...
Rami Atar, Tsachy Weissman