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SAS
2009
Springer
171views Formal Methods» more  SAS 2009»
15 years 10 months ago
Bottom-Up Shape Analysis
In this paper we present a new shape analysis algorithm. The key distinguishing aspect of our algorithm is that it is completely compositional, bottom-up and non-iterative. We pres...
Bhargav S. Gulavani, Supratik Chakraborty, Ganesan...
ML
2008
ACM
14 years 9 months ago
A bias/variance decomposition for models using collective inference
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
Jennifer Neville, David Jensen
ENTCS
2008
96views more  ENTCS 2008»
14 years 9 months ago
Maude as a Platform for Designing and Implementing Deep Inference Systems
Deep inference is a proof theoretical methodology that generalizes the traditional notion of inference in the sequent calculus: in contrast to the sequent calculus, the deductive ...
Ozan Kahramanogullari
FASE
2010
Springer
15 years 4 months ago
Memory Leaks Detection in Java by Bi-abductive Inference
This paper describes a compositional analysis algorithm for statically detecting leaks in Java programs. The algorithm is based on separation logic and exploits the concept of bi-a...
Dino Distefano, Ivana Filipovic
ICSE
2009
IEEE-ACM
15 years 4 months ago
Static ownership inference for reasoning against concurrency errors
We propose a new approach for reasoning about concurrency in object-oriented programs. Central to our approach is static ownership inference analysis — we conjecture that this a...
Ana Milanova, Yin Liu