1106 search results - page 91 / 222 » On regularization algorithms in learning theory |
140
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ALT
2006
Springer
16 years 1 months ago
2006
Springer
Most of the existing active learning algorithms are based on the realizability assumption: The learner’s hypothesis class is assumed to contain a target function that perfectly c...
161
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KDD
2008
ACM
16 years 5 months ago
2008
ACM
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
146
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AI
2007
Springer
15 years 5 months ago
2007
Springer
We present a novel approach to machine learning, called ABML (argumentation based ML). This approach combines machine learning from examples with concepts from the field of argum...
193
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FOSSACS
2009
Springer
15 years 11 months ago
2009
Springer
In this essay we discuss the origin, central results, and some perspectives of algorithmic synthesis of nonterminating reactive programs. We recall the fundamental questions raised...
267
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STOC
2006
ACM
16 years 5 months ago
2006
ACM
In this work we show how to use efficient online trading algorithms to price the current value of financial instruments, such as an option. We derive both upper and lower bounds f...