509 search results - page 68 / 102 » Using Learning for Approximation in Stochastic Processes |
132
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Large-scale logistic regression arises in many applications such as document classification and natural language processing. In this paper, we apply a trust region Newton method t...
106
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DIS
2008
Springer
15 years 4 months ago
2008
Springer
Abstract. An important task in many scientific and engineering disciplines is to set up experiments with the goal of finding the best instances (substances, compositions, designs) ...
137
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ICML
1995
IEEE
16 years 3 months ago
1995
IEEE
This paper describes an approach to automatically learn planning operators by observing expert solution traces and to further refine the operators through practice in a learning-b...
117
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JSAC
2006
15 years 2 months ago
2006
We focus on detecting intrusions in ad hoc networks using the misuse detection technique. We allow for detection modules that periodically stop functioning due to operational failu...
97
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CVPR
2003
IEEE
16 years 4 months ago
2003
IEEE
Inhomogeneous Gibbs model (IGM) [4] is an effective maximum entropy model in characterizing complex highdimensional distributions. However, its training process is so slow that th...