1548 search results - page 155 / 310 » Supervised Tensor Learning |
158
click to vote
NIPS
2003
15 years 6 months ago
2003
Label ranking is the task of inferring a total order over a predefined set of labels for each given instance. We present a general framework for batch learning of label ranking f...
154
click to vote
CDC
2010
IEEE
15 years 2 days ago
2010
IEEE
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...
201
click to vote
CVPR
2009
IEEE
17 years 5 days ago
2009
IEEE
Scarcity and infeasibility of human supervision for large
scale multi-class classification problems necessitates active
learning. Unfortunately, existing active learning methods
...
127
click to vote
ICML
2007
IEEE
16 years 5 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...
123
click to vote
ICDM
2009
IEEE
15 years 11 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...