2438 search results - page 12 / 488 » Incremental Learning in Biological and Machine Learning Syst... |
PEPM
2009
ACM
15 years 6 months ago
2009
ACM
Many applications need to respond to incremental modifications to data. Being incremental, such modification often require incremental modifications to the output, making it po...
ICANN
2005
Springer
15 years 2 months ago
2005
Springer
Although Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems, they suffer from the catastrophic forgetti...
84
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AIM
1999
14 years 9 months ago
1999
The problem of learning is arguably at the very core of the problem of intelligence, both biological and artificial. In this paper we review our work over the last ten years in th...
102
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NAACL
2010
14 years 7 months ago
2010
State-of-the-art Machine Translation (MT) systems are still far from being perfect. An alternative is the so-called Interactive Machine Translation (IMT) framework. In this framew...
KDD
2009
ACM
15 years 10 months ago
2009
ACM
Our dynamic graph-based relational mining approach has been developed to learn structural patterns in biological networks as they change over time. The analysis of dynamic network...