3050 search results - page 44 / 610 » On-line Algorithms in Machine Learning |
104
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ICDM
2003
IEEE
15 years 8 months ago
2003
IEEE
The Support Vector Machine (SVM) solution corresponds to the centre of the largest sphere inscribed in version space. Alternative approaches like Bayesian Point Machines (BPM) and...
122
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SEAL
2010
Springer
15 years 1 months ago
2010
Springer
In this paper, the authors compare a Monte Carlo method and an optimization-based approach using genetic algorithms for sequentially generating space-filling experimental designs....
151
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In this work we take a novel view of nonlinear manifold learning. Usually, manifold learning is formulated in terms of finding an embedding or `unrolling' of a manifold into ...
118
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SEKE
2007
Springer
15 years 8 months ago
2007
Springer
Some machine learning applications are intended to learn properties of data sets where the correct answers are not already known to human users. It is challenging to test such ML ...
100
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ESANN
2007
15 years 4 months ago
2007
This paper reviews the recent surge of interest in convex optimization in a context of pattern recognition and machine learning. The main thesis of this paper is that the design of...