1641 search results - page 44 / 329 » Termination Analysis with Algorithmic Learning |
161
click to vote
ACML
2009
Springer
15 years 8 months ago
2009
Springer
A fundamental assumption for any machine learning task is to have training and test data instances drawn from the same distribution while having a sufficiently large number of tra...
116
Voted
AUSAI
2004
Springer
15 years 9 months ago
2004
Springer
How to assess the performance of machine learning algorithms is a problem of increasing interest and urgency as the data mining application of myriad algorithms grows. The standard...
107
Voted
FOCM
2008
15 years 3 months ago
2008
This paper considers the least-square online gradient descent algorithm in a reproducing kernel Hilbert space (RKHS) without explicit regularization. We present a novel capacity i...
136
Voted
AAAI
2006
15 years 4 months ago
2006
Learning application-specific distance metrics from labeled data is critical for both statistical classification and information retrieval. Most of the earlier work in this area h...
117
Voted
NIPS
2007
15 years 4 months ago
2007
Independent component analysis (ICA) is a powerful method to decouple signals. Most of the algorithms performing ICA do not consider the temporal correlations of the signal, but o...