923 search results - page 97 / 185 » Requirements for Machine Lifelong Learning |
133
Voted
COLT
2005
Springer
15 years 9 months ago
2005
Springer
We consider the problem of learning mixtures of distributions via spectral methods and derive a tight characterization of when such methods are useful. Specifically, given a mixt...
128
Voted
IJCNN
2007
IEEE
15 years 10 months ago
2007
IEEE
— Category Ranking is a variant of the multi-label classification problem, in which, rather than performing a (hard) assignment to an object of categories from a predefined set...
121
Voted
ROBIO
2006
IEEE
15 years 9 months ago
2006
IEEE
— Humanoid robots are highly redundant systems with respect to the tasks they are asked to perform. This redundancy manifests itself in the number of degrees of freedom of the ro...
120
Voted
ECCV
2010
Springer
15 years 6 months ago
2010
Springer
Partial differential equations (PDEs) have been successfully applied to many computer vision and image processing problems. However, designing PDEs requires high mathematical skill...
149
Voted
AUSAI
2008
Springer
15 years 5 months ago
2008
Springer
Classifiers are traditionally learned using sets of positive and negative training examples. However, often a classifier is required, but for training only an incomplete set of pos...