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ICML
2008
IEEE
16 years 7 months ago
Learning for control from multiple demonstrations
We consider the problem of learning to follow a desired trajectory when given a small number of demonstrations from a sub-optimal expert. We present an algorithm that (i) extracts...
Adam Coates, Pieter Abbeel, Andrew Y. Ng
ICML
2008
IEEE
16 years 7 months ago
A least squares formulation for canonical correlation analysis
Canonical Correlation Analysis (CCA) is a well-known technique for finding the correlations between two sets of multi-dimensional variables. It projects both sets of variables int...
Liang Sun, Shuiwang Ji, Jieping Ye
ICSE
2008
IEEE-ACM
16 years 7 months ago
Granularity in software product lines
Building software product lines (SPLs) with features is a challenging task. Many SPL implementations support features with coarse granularity ? e.g., the ability to add and wrap e...
Christian Kästner, Martin Kuhlemann, Sven Ape...
ICSE
2008
IEEE-ACM
16 years 7 months ago
An empirical study of the effects of test-suite reduction on fault localization
Fault-localization techniques that utilize information about all test cases in a test suite have been presented. These techniques use various approaches to identify the likely fau...
Yanbing Yu, James A. Jones, Mary Jean Harrold
SIGSOFT
2008
ACM
16 years 7 months ago
Deriving input syntactic structure from execution
Program input syntactic structure is essential for a wide range of applications such as test case generation, software debugging and network security. However, such important info...
Zhiqiang Lin, Xiangyu Zhang