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JMLR
2012
13 years 9 months ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...
JMLR
2012
13 years 9 months ago
Globally Optimizing Graph Partitioning Problems Using Message Passing
Graph partitioning algorithms play a central role in data analysis and machine learning. Most useful graph partitioning criteria correspond to optimizing a ratio between the cut a...
Elad Mezuman, Yair Weiss
ICSE
2008
IEEE-ACM
16 years 7 months ago
Predicting defects using network analysis on dependency graphs
In software development, resources for quality assurance are limited by time and by cost. In order to allocate resources effectively, managers need to rely on their experience bac...
Thomas Zimmermann, Nachiappan Nagappan
ICSE
2007
IEEE-ACM
16 years 6 months ago
Exception-Chain Analysis: Revealing Exception Handling Architecture in Java Server Applications
Although it is common in large Java programs to rethrow exceptions, existing exception-flow analyses find only single exceptionflow links, thus are unable to identify multiple-lin...
Chen Fu, Barbara G. Ryder
CISIS
2010
IEEE
16 years 1 months ago
Scalability Analysis of Progressive Alignment on a Multicore
—Sequence alignment is a fundamental instrument in Bioinformatics. In recent years, numerous proposals have been addressing the problem of accelerating this class of applications...
Sebastian Isaza, Friman Sánchez, Georgi Gay...