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ESOP
2011
Springer
12 years 11 months ago
Measure Transformer Semantics for Bayesian Machine Learning
Abstract. The Bayesian approach to machine learning amounts to inferring posterior distributions of random variables from a probabilistic model of how the variables are related (th...
Johannes Borgström, Andrew D. Gordon, Michael...
WOA
2004
13 years 9 months ago
A Game-Theoretic Operational Semantics
Abstract-- In this paper we present the communication architecture of the DALI Logic Programming Agent-Oriented language and we discuss its semantics. We have designed a meta-level...
Arianna Tocchio, Stefania Costantini, Alessia Vert...
ICFP
2003
ACM
14 years 8 months ago
A theory of aspects
This paper define the semantics of MinAML, an idealized aspect-oriented programming language, by giving a typedirected translation from its user-friendly external language to its ...
David Walker, Steve Zdancewic, Jay Ligatti
ICSM
2006
IEEE
14 years 2 months ago
Source-Level Linkage: Adding Semantic Information to C++ Fact-bases
Facts extracted from source code have been used to support a variety of software engineering activities, ranging from architectural understanding, through detection of design patt...
Daqing Hou, H. James Hoover
ICSE
2008
IEEE-ACM
14 years 8 months ago
jPredictor: a predictive runtime analysis tool for java
JPREDICTOR is a tool for detecting concurrency errors in JAVA programs. The JAVA program is instrumented to emit property-relevant events at runtime and then executed. The resulti...
Feng Chen, Traian-Florin Serbanuta, Grigore Rosu