2295 search results - page 53 / 459 » Learning Overcomplete Representations |
68
Voted
ICALT
2007
IEEE
15 years 7 months ago
2007
IEEE
This paper describes how a knowledge model allows training software to evaluate spatial cognitive maps and provide tailored assistance.
135
Voted
JMLR
2012
13 years 3 months ago
2012
A challenging problem of multi-label learning is that both the label space and the model complexity will grow rapidly with the increase in the number of labels, and thus makes the...
CORR
2008
Springer
15 years 27 days ago
2008
Springer
We consider a general class of regularization methods which learn a vector of parameters on the basis of linear measurements. It is well known that if the regularizer is a nondecr...
144
Voted
ICCV
2011
IEEE
14 years 25 days ago
2011
IEEE
We present an approach for dictionary learning of action attributes via information maximization. We unify the class distribution and appearance information into an objective func...
111
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...