10054 search results - page 145 / 2011 » On the Complexity of Function Learning |
92
Voted
COLT
1993
Springer
15 years 4 months ago
1993
Springer
We introduce a new formal model in which a learning algorithm must combine a collection of potentially poor but statistically independent hypothesis functions in order to approxima...
180
click to vote
CVPR
2009
IEEE
16 years 4 months ago
2009
IEEE
Structured outputs such as multidimensional vectors or graphs are frequently encountered in real world pattern recognition applications such as computer vision, natural language pr...
92
Voted
ACCV
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. We present an image segmentation technique using the morphological Waterfall algorithm. Improvements in the segmentation are brought about by using improved gradients. Th...
116
click to vote
JMLR
2006
15 years 17 days ago
2006
Support vector machines (SVMs), though accurate, are not preferred in applications requiring great classification speed, due to the number of support vectors being large. To overc...
116
click to vote
ECCV
2008
Springer
16 years 2 months ago
2008
Springer
Abstract. In this paper we present a new approach for establishing correspondences between sparse image features related by an unknown non-rigid mapping and corrupted by clutter an...