3556 search results - page 136 / 712 » Can machine learning be secure |
111
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ALT
2004
Springer
15 years 9 months ago
2004
Springer
The decomposition method is currently one of the major methods for solving the convex quadratic optimization problems being associated with support vector machines. For a special c...
110
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KDD
2006
ACM
16 years 1 months ago
2006
ACM
We study the problem of private classification using kernel methods. More specifically, we propose private protocols implementing the Kernel Adatron and Kernel Perceptron learning ...
91
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LREC
2008
15 years 2 months ago
2008
Fixed, limited budgets often constrain the amount of expert annotation that can go into the construction of annotated corpora. Estimating the cost of annotation is the first step ...
62
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ICRA
2010
IEEE
14 years 11 months ago
2010
IEEE
Abstract— We discuss disciplinary barriers which have traditionally prevented robotics from significantly impacting the built (architectural) environment we inhabit. Specifical...
114
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ICMLA
2009
14 years 10 months ago
2009
In structured prediction problems, outputs are not confined to binary labels; they are often complex objects such as sequences, trees, or alignments. Support Vector Machine (SVM) ...