3556 search results - page 270 / 712 » Can machine learning be secure |
189
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ICIP
2003
IEEE
16 years 7 months ago
2003
IEEE
For effective retrieval of visual information, statistical learning plays a pivotal role. Statistical learning in such a context faces at least two major mathematical challenges: ...
131
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INFOCOM
2009
IEEE
16 years 2 days ago
2009
IEEE
—Compromised machines are one of the key security threats on the Internet; they are often used to launch various security attacks such as DDoS, spamming, and identity theft. In t...
150
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COLT
2000
Springer
15 years 9 months ago
2000
Springer
Output coding is a general framework for solving multiclass categorization problems. Previous research on output codes has focused on building multiclass machines given predefine...
130
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ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
It is often thought that learning algorithms that track the best solution, as opposed to converging to it, are important only on nonstationary problems. We present three results s...
169
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ICML
2005
IEEE
16 years 6 months ago
2005
IEEE
AdaBoost.OC has shown to be an effective method in boosting "weak" binary classifiers for multi-class learning. It employs the Error Correcting Output Code (ECOC) method...