1131 search results - page 97 / 227 » Generalization Improvement in Multi-Objective Learning |
112
Voted
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) ...
137
Voted
AGI
2011
14 years 4 months ago
2011
Inspired by a broader perspective viewing intelligent system dynamics in terms of the geometry of “cognitive spaces,” we conduct a preliminary investigation of the application ...
152
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KDD
2012
ACM
13 years 2 months ago
2012
ACM
Spectral clustering is a widely used method for organizing data that only relies on pairwise similarity measurements. This makes its application to non-vectorial data straightforw...
134
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ICRA
2010
IEEE
14 years 11 months ago
2010
IEEE
— In recent years, learning models from data has become an increasingly interesting tool for robotics, as it allows straightforward and accurate model approximation. However, in ...
91
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AIPS
2007
15 years 2 months ago
2007
We propose an approach to transformational planning and learning of everyday activity. This approach is targeted at autonomous robots that are to perform complex activities such a...