2683 search results - page 349 / 537 » Machine learning problems from optimization perspective |
100
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JMLR
2002
15 years 2 months ago
2002
A single signal processing algorithm can be represented by many mathematically equivalent formulas. However, when these formulas are implemented in code and run on real machines, ...
117
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SAC
2008
ACM
15 years 2 months ago
2008
ACM
Ontology learning integrates many complementary techniques, including machine learning, natural language processing, and data mining. Specifically, clustering techniques facilitat...
125
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CDC
2010
IEEE
14 years 10 months ago
2010
IEEE
In this paper we attempt to further demonstrate connections between information theory and control, in a networked setting. Specifically, we consider the communication problem of b...
141
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CEC
2009
IEEE
15 years 9 months ago
2009
IEEE
— The application of on-line learning techniques to modern computer games is a promising research direction. In fact, they can be used to improve the game experience and to achie...
COLT
2008
Springer
15 years 4 months ago
2008
Springer
This paper describes an efficient reduction of the learning problem of ranking to binary classification. The reduction guarantees an average pairwise misranking regret of at most t...