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» Structure compilation: trading structure for features
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CC
2008
Springer
172views System Software» more  CC 2008»
13 years 9 months ago
Efficient Context-Sensitive Shape Analysis with Graph Based Heap Models
The performance of heap analysis techniques has a significant impact on their utility in an optimizing compiler. Most shape analysis techniques perform interprocedural dataflow ana...
Mark Marron, Manuel V. Hermenegildo, Deepak Kapur,...
ECOOP
2008
Springer
13 years 9 months ago
Session-Based Distributed Programming in Java
This paper demonstrates the impact of integrating session types and object-oriented programming, through their implementation in Java. Seses provide high-level abstraction for stru...
Raymond Hu, Nobuko Yoshida, Kohei Honda
CADE
2010
Springer
13 years 8 months ago
Beluga: A Framework for Programming and Reasoning with Deductive Systems (System Description)
Beluga is an environment for programming and reasoning about formal systems given by axioms and inference rules. It implements the logical framework LF for specifying and prototypi...
Brigitte Pientka, Joshua Dunfield
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...
ICFP
2006
ACM
14 years 7 months ago
The missing link: dynamic components for ML
Despite its powerful module system, ML has not yet evolved for the modern world of dynamic and open modular programming, to which more primitive languages have adapted better so f...
Andreas Rossberg