81 search results - page 12 / 17 » Programming by Demonstration: An Inductive Learning Formulat... |
PASTE
2010
ACM
15 years 4 months ago
2010
ACM
We present a novel technique that identifies the source compiler of program binaries, an important element of program provenance. Program provenance answers fundamental questions...
JMLR
2006
14 years 11 months ago
2006
An ensemble is a group of learning models that jointly solve a problem. However, the ensembles generated by existing techniques are sometimes unnecessarily large, which can lead t...
88
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ICML
2008
IEEE
16 years 12 days ago
2008
IEEE
Similarity matrices generated from many applications may not be positive semidefinite, and hence can't fit into the kernel machine framework. In this paper, we study the prob...
IDA
2010
Springer
14 years 10 months ago
2010
Springer
We propose a clustering algorithm that effectively utilizes feature order preferences, which have the form that feature s is more important than feature t. Our clustering formulati...
120
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JMLR
2012
13 years 2 months ago
2012
A challenging problem of multi-label learning is that both the label space and the model complexity will grow rapidly with the increase in the number of labels, and thus makes the...