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LPAR
2012
Springer
13 years 8 months ago
E-Matching with Free Variables
E-matching is the most commonly used technique to handle quantifiers in SMT solvers. It works by identifying characteristic subexpressions of quantified formulae, named triggers,...
Philipp Rümmer
137
Voted
ML
2012
ACM
388views Machine Learning» more  ML 2012»
13 years 8 months ago
Statistical analysis of kernel-based least-squares density-ratio estimation
The ratio of two probability densities can be used for solving various machine learning tasks such as covariate shift adaptation (importance sampling), outlier detection (likeliho...
Takafumi Kanamori, Taiji Suzuki, Masashi Sugiyama
153
Voted
ML
2012
ACM
413views Machine Learning» more  ML 2012»
13 years 8 months ago
Gradient-based boosting for statistical relational learning: The relational dependency network case
Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...
Sriraam Natarajan, Tushar Khot, Kristian Kersting,...
MMAS
2012
Springer
13 years 8 months ago
Coupled Wideangle Wave Approximations
In this paper we analyze wave propagation in three-dimensional random media. We consider a source with limited spatial and temporal support that generates spherically diverging wav...
Josselin Garnier, Knut Sølna
MMB
2012
Springer
240views Communications» more  MMB 2012»
13 years 8 months ago
A Demand-Response Calculus with Perfect Batteries
We consider an electricity consumer equipped with a perfect battery, who needs to satisfy a non-elastic load, subject to external control signals. The control imposes a time-varyin...
Jean-Yves Le Boudec, Dan-Cristian Tomozei