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190
Voted
ML
2012
ACM
332views Machine Learning» more  ML 2012»
14 years 2 months ago
ILP turns 20 - Biography and future challenges
Stephen Muggleton, Luc De Raedt, David Poole, Ivan...
215
Voted
ML
2012
ACM
388views Machine Learning» more  ML 2012»
14 years 2 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
209
Voted
ML
2012
ACM
385views Machine Learning» more  ML 2012»
14 years 2 months ago
An alternative view of variational Bayes and asymptotic approximations of free energy
Bayesian learning, widely used in many applied data-modeling problems, is often accomplished with approximation schemes because it requires intractable computation of the posterio...
Kazuho Watanabe

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jaewleeProfessor, Assistant
Sungkyunkwan University
LPAR
2012
Springer
14 years 2 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
LPAR
2012
Springer
14 years 2 months ago
Querying Proofs
We motivate and introduce a query language PrQL designed for inspecting machine representations of proofs. PrQL natively supports hiproofs which express proof structure using hiera...
David Aspinall, Ewen Denney, Christoph Lüth
250
Voted
LPAR
2012
Springer
14 years 2 months ago
The TPTP Typed First-Order Form with Arithmetic
Abstract. The TPTP World is a well established infrastructure supporting research, development, and deployment of Automated Theorem Proving systems. Recently, the TPTP World has be...
Geoff Sutcliffe, Stephan Schulz, Koen Claessen, Pe...
336
Voted
LPAR
2012
Springer
14 years 2 months ago
Smart Testing of Functional Programs in Isabelle
Abstract. We present a novel counterexample generator for the interactive theorem prover Isabelle based on a compiler that synthesizes test data generators for functional programmi...
Lukas Bulwahn
LPAR
2012
Springer
14 years 2 months ago
Lazy Abstraction with Interpolants for Arrays
traction with Interpolants for Arrays Francesco Alberti1 , Roberto Bruttomesso2 , Silvio Ghilardi2 , Silvio Ranise3 , Natasha Sharygina1 1 Universit`a della Svizzera Italiana, Luga...
Francesco Alberti, Roberto Bruttomesso, Silvio Ghi...
LATA
2012
Springer
14 years 2 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...