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ICML
2008
IEEE
16 years 7 months ago
Expectation-maximization for sparse and non-negative PCA
We study the problem of finding the dominant eigenvector of the sample covariance matrix, under additional constraints on the vector: a cardinality constraint limits the number of...
Christian D. Sigg, Joachim M. Buhmann
GFKL
2007
Springer
148views Data Mining» more  GFKL 2007»
16 years 13 days ago
Information Integration of Partially Labeled Data
Abstract. A central task when integrating data from different sources is to detect identical items. For example, price comparison websites have to identify offers for identical p...
Steffen Rendle, Lars Schmidt-Thieme
CORR
2010
Springer
144views Education» more  CORR 2010»
15 years 5 months ago
CLP-based protein fragment assembly
Abstract. The paper investigates a novel approach, based on Constraint Logic Programming (CLP), to predict the 3D conformation of a protein via fragments assembly. The fragments ar...
Alessandro Dal Palù, Agostino Dovier, Feder...
JSAT
2006
134views more  JSAT 2006»
15 years 6 months ago
Pueblo: A Hybrid Pseudo-Boolean SAT Solver
This paper introduces a new hybrid method for efficiently integrating Pseudo-Boolean (PB) constraints into generic SAT solvers in order to solve PB satisfiability and optimization...
Hossein M. Sheini, Karem A. Sakallah
EMSOFT
2011
Springer
14 years 6 months ago
Hard-real-time scheduling of data-dependent tasks in embedded streaming applications
Most of the hard-real-time scheduling theory for multiprocessor systems assumes independent periodic or sporadic tasks. Such a simple task model is not directly applicable to mode...
Mohamed Bamakhrama, Todor Stefanov