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JMLR
2012
13 years 8 months ago
Statistical test for consistent estimation of causal effects in linear non-Gaussian models
This document contains supplementary material to the article ‘Statistical test for consistent estimation of causal effects in linear non-Gaussian models’, AISTATS 2012. A tabl...
Doris Entner, Patrik O. Hoyer, Peter Spirtes
FMICS
2006
Springer
15 years 9 months ago
Test Coverage for Loose Timing Annotations
Abstract. The design flow of systems-on-a-chip (SoCs) identifies several abstraction levels higher than the Register-Transfer-Level that constitutes the input of the synthesis tool...
Claude Helmstetter, Florence Maraninchi, Laurent M...
ACML
2009
Springer
16 years 22 days ago
Estimating Likelihoods for Topic Models
Abstract. Topic models are a discrete analogue to principle component analysis and independent component analysis that model topic at the word level within a document. They have ma...
Wray L. Buntine
GECCO
2009
Springer
159views Optimization» more  GECCO 2009»
15 years 10 months ago
Bayesian network structure learning using cooperative coevolution
We propose a cooperative-coevolution – Parisian trend – algorithm, IMPEA (Independence Model based Parisian EA), to the problem of Bayesian networks structure estimation. It i...
Olivier Barrière, Evelyne Lutton, Pierre-He...
TOOLS
2009
IEEE
16 years 26 days ago
Reusing and Composing Tests with Traits
Single inheritance often forces developers to duplicate code and logic. This widely recognized situation affects both business code and tests. In a large and complex application w...
Stéphane Ducasse, Damien Pollet, Alexandre ...