194 search results - page 14 / 39 » Subspace Regularization: A New Semi-supervised Learning Meth... |
160
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WEBI
2010
Springer
15 years 1 months ago
2010
Springer
High-dimensional data usually incur learning deficiencies and computational difficulties. We present a novel semi-supervised dimensionality reduction technique that embeds high-dim...
157
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TSMC
2002
15 years 3 months ago
2002
This paper introduces a new learning methodology to quickly generate accurate and simple linguistic fuzzy models, the cooperative rules (COR) methodology. It acts on the consequent...
136
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ICRA
2005
IEEE
15 years 9 months ago
2005
IEEE
— This paper proposes numerical algorithms for reducing the computational cost of semi-supervised and active learning procedures for visually guided mobile robots from O(M3 ) to ...
146
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SIAMJO
2008
15 years 3 months ago
2008
We propose a new iterative approach for solving linear programs over convex cones. Assuming that Slaters condition is satisfied, the conic problem is transformed to the minimizatio...
136
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COLT
2010
Springer
15 years 1 months ago
2010
Springer
We present a new method for regularized convex optimization and analyze it under both online and stochastic optimization settings. In addition to unifying previously known firstor...