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» Approximability of Probability Distributions
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COLT
2004
Springer
16 years 5 days ago
Performance Guarantees for Regularized Maximum Entropy Density Estimation
Abstract. We consider the problem of estimating an unknown probability distribution from samples using the principle of maximum entropy (maxent). To alleviate overfitting with a v...
Miroslav Dudík, Steven J. Phillips, Robert ...
NIPS
2008
15 years 8 months ago
Kernel Change-point Analysis
We introduce a kernel-based method for change-point analysis within a sequence of temporal observations. Change-point analysis of an unlabelled sample of observations consists in,...
Zaïd Harchaoui, Francis Bach, Eric Moulines
RECOMB
2006
Springer
16 years 7 months ago
Alignment Statistics for Long-Range Correlated Genomic Sequences
It is well known that the base composition along eukaryotic genomes is long-range correlated. Here, we investigate the effect of such long-range correlations on alignment score sta...
Philipp W. Messer, Ralf Bundschuh, Martin Vingron,...
ECML
2007
Springer
16 years 29 days ago
Bayesian Inference for Sparse Generalized Linear Models
We present a framework for efficient, accurate approximate Bayesian inference in generalized linear models (GLMs), based on the expectation propagation (EP) technique. The paramete...
Matthias Seeger, Sebastian Gerwinn, Matthias Bethg...
IPPS
1997
IEEE
15 years 11 months ago
Alias Analysis for Fortran90 Array Slices
Most alias analyses produce approximate results in the presence of array slices. This may lead to ine cient code which is of concern, especially, in languages like Fortran90. In t...
K. Gopinath, R. Seshadri