3004 search results - page 58 / 601 » Nonlinear Mapping Networks |
114
Voted
NIPS
2003
15 years 4 months ago
2003
We introduce an information theoretic method for nonparametric, nonlinear dimensionality reduction, based on the infinite cluster limit of rate distortion theory. By constraining...
124
Voted
ESANN
2003
15 years 4 months ago
2003
In this paper, we present an algorithm that minimizes the mutual information between the outputs of a perceptron with two hidden layers. The neural network is then used as separati...
116
Voted
AUSDM
2006
Springer
15 years 6 months ago
2006
Springer
This paper applies a Bayesian network to model multi criteria distribution maps and to discover knowledge contained in spatial data. The procedure consists of three steps: pre pro...
130
Voted
ICRA
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract— In this paper, we present a new hierarchical optimization solution to the graph-based simultaneous localization and mapping (SLAM) problem. During online mapping, the a...
117
Voted
AAAI
2012
13 years 5 months ago
2012
Existing clustering methods can be roughly classified into two categories: generative and discriminative approaches. Generative clustering aims to explain the data and thus is ad...