766 search results - page 92 / 154 » Variations on U-Shaped Learning |
106
Voted
NIPS
1996
15 years 2 months ago
1996
In this paper we apply the method of complexity regularization to derive estimation bounds for nonlinear function estimation using a single hidden layer radial basis function netwo...
102
Voted
CORR
2008
Springer
15 years 24 days ago
2008
Springer
This paper proposes a method to construct an adaptive agent that is universal with respect to a given class of experts, where each expert is designed specifically for a particular...
96
Voted
JFR
2006
15 years 20 days ago
2006
We propose an approach to building topological maps of environments based on image sequences. The central idea is to use manifold constraints to find representative feature protot...
105
Voted
ICCV
2009
IEEE
16 years 5 months ago
2009
IEEE
A key ingredient in the design of visual object classification
systems is the identification of relevant class specific
aspects while being robust to intra-class variations. Whil...
111
Voted
ICCV
2007
IEEE
16 years 2 months ago
2007
IEEE
The k-nearest neighbour (kNN) rule is a simple and effective method for multi-way classification that is much used in Computer Vision. However, its performance depends heavily on ...