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JMLR
2010
163views more  JMLR 2010»
13 years 2 months ago
Dense Message Passing for Sparse Principal Component Analysis
We describe a novel inference algorithm for sparse Bayesian PCA with a zero-norm prior on the model parameters. Bayesian inference is very challenging in probabilistic models of t...
Kevin Sharp, Magnus Rattray
SIAMMAX
2011
74views more  SIAMMAX 2011»
13 years 2 months ago
Goal-Oriented and Modular Stability Analysis
We introduce a methodology for obtaining inventories of error results for families of numerical dense linear algebra algorithms. The approach for deriving the analyses is goal-orie...
Paolo Bientinesi, Robert A. van de Geijn
COLING
2010
13 years 2 months ago
Text Summarization of Turkish Texts using Latent Semantic Analysis
Text summarization solves the problem of extracting important information from huge amount of text data. There are various methods in the literature that aim to find out well-form...
Makbule Ozsoy, Ilyas Cicekli, Ferda Nur Alpaslan
CDC
2010
IEEE
136views Control Systems» more  CDC 2010»
13 years 2 months ago
Multi-resolution path planning: Theoretical analysis, efficient implementation, and extensions to dynamic environments
A multi-resolution path planning algorithm based on the wavelet transform of the environment has been reported previously in the literature. In this paper, we provide a proof of co...
Raghvendra V. Cowlagi, Panagiotis Tsiotras
NAR
2010
189views more  NAR 2010»
13 years 2 months ago
Serial Expression Analysis: a web tool for the analysis of serial gene expression data
Serial transcriptomics experiments investigate the dynamics of gene expression changes associated with a quantitative variable such as time or dosage. The statistical analysis of ...
María José Nueda, José Carbon...