1719 search results - page 179 / 344 » Supervised Dictionary Learning |
180
Voted
CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
Scarcity and infeasibility of human supervision for large
scale multi-class classification problems necessitates active
learning. Unfortunately, existing active learning methods
...
107
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Beam search is used to maintain tractability in large search spaces at the expense of completeness and optimality. We study supervised learning of linear ranking functions for con...
101
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
— Learning Vector Quantization (LVQ) is a popular class of nearest prototype classifiers for multiclass classification. Learning algorithms from this family are widely used becau...
105
Voted
ICTAI
2009
IEEE
15 years 9 months ago
2009
IEEE
Energy-based learning (EBL) is a general framework to describe supervised and unsupervised training methods for probabilistic and non-probabilistic factor graphs. An energy-based ...
104
Voted
ICDM
2008
IEEE
15 years 9 months ago
2008
IEEE
In this paper, we present a novel feature extraction framework, called learning by propagability. The whole learning process is driven by the philosophy that the data labels and o...