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» On the Structure of Valiant's Complexity Classes
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ICPR
2004
IEEE
14 years 9 months ago
A Consistency-Based Model Selection for One-Class Classification
Model selection in unsupervised learning is a hard problem. In this paper a simple selection criterion for hyperparameters in one-class classifiers (OCCs) is proposed. It makes us...
David M. J. Tax, Klaus-Robert Müller
LATA
2012
Springer
12 years 4 months ago
On the Parameterized Complexity of Default Logic and Autoepistemic Logic
We investigate the application of Courcelle’s Theorem and the logspace version of Elberfeld et al. in the context of the implication problem for propositional sets of formulae, t...
Arne Meier, Johannes Schmidt, Michael Thomas, Heri...
ICSE
2007
IEEE-ACM
14 years 8 months ago
Korat: A Tool for Generating Structurally Complex Test Inputs
This paper describes the Korat tool for constraint-based generation of structurally complex test inputs for Java programs. Korat takes (1) an imperative predicate that specifies t...
Aleksandar Milicevic, Sasa Misailovic, Darko Marin...
IANDC
2006
83views more  IANDC 2006»
13 years 8 months ago
Implicit complexity over an arbitrary structure: Quantifier alternations
We provide machine-independent characterizations of some complexity classes, over an arbitrary structure, in the model of computation proposed by L. Blum, M. Shub and S. Smale. We...
Olivier Bournez, Felipe Cucker, Paulin Jacob&eacut...
ISAAC
2007
Springer
158views Algorithms» more  ISAAC 2007»
14 years 2 months ago
On the Expressive Power of Planar Perfect Matching and Permanents of Bounded Treewidth Matrices
Valiant introduced some 25 years ago an algebraic model of computation along with the complexity classes VP and VNP, which can be viewed as analogues of the classical classes P and...
Uffe Flarup, Pascal Koiran, Laurent Lyaudet