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» Consistency of the Neighbor-Net Algorithm
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WABI
2007
Springer
157views Bioinformatics» more  WABI 2007»
15 years 10 months ago
Composing Globally Consistent Pathway Parameter Estimates Through Belief Propagation
Abstract. Parameter estimation of large bio-pathway models is an important and difficult problem. To reduce the prohibitive computational cost, one approach is to decompose a large...
Geoffrey Koh, Lisa Tucker-Kellogg, David Hsu, P. S...
COLT
2005
Springer
15 years 10 months ago
From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians
In the machine learning community it is generally believed that graph Laplacians corresponding to a finite sample of data points converge to a continuous Laplace operator if the s...
Matthias Hein, Jean-Yves Audibert, Ulrike von Luxb...
140
Voted
EPIA
2001
Springer
15 years 9 months ago
Global Hull Consistency with Local Search for Continuous Constraint Solving
This paper addresses constraint solving over continuous domains in the context of decision making, and discusses the trade-off between precision in the definition of the solution s...
Jorge Cruz, Pedro Barahona
AI
2007
Springer
15 years 4 months ago
Metatheory of actions: Beyond consistency
Traditionally, consistency is the only criterion for the quality of a theory in logicbased approaches to reasoning about actions. This work goes beyond that and contributes to the...
Andreas Herzig, Ivan José Varzinczak
120
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FSS
2006
102views more  FSS 2006»
15 years 4 months ago
Consistent Sobolev regression via fuzzy systems with overlapping concepts
In this paper we propose a new nonparametric regression algorithm based on Fuzzy systems with overlapping concepts. We analyze its consistency properties, showing that it is capab...
Giancarlo Ferrari-Trecate, Riccardo Rovatti