1080 search results - page 131 / 216 » Hedging predictions in machine learning |
151
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KDD
2004
ACM
16 years 5 months ago
2004
ACM
In this paper, we describe the development of a fielded application for detecting malicious executables in the wild. We gathered 1971 benign and 1651 malicious executables and enc...
140
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COLT
2006
Springer
15 years 8 months ago
2006
Springer
We propose a sequential randomized algorithm, which at each step concentrates on functions having both low risk and low variance with respect to the previous step prediction functi...
141
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AIEDAM
1998
15 years 4 months ago
1998
Gradient-based numerical optimization of complex engineering designs offers the promise of rapidly producing better designs. However, such methods generally assume that the object...
136
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ACL
2009
15 years 2 months ago
2009
This paper introduces the concepts of asking point and expected answer type as variations of the question focus. They are of particular importance for QA over semistructured data,...
159
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AAAI
2008
15 years 7 months ago
2008
This paper describes a method and system for integrating machine learning with planning and data visualization for the management of mobile sensors for Earth science investigation...