329 search results - page 8 / 66 » Probably Approximately Correct Learning |
108
Voted
ECML
2007
Springer
15 years 8 months ago
2007
Springer
When facing the question of learning languages in realistic settings, one has to tackle several problems that do not admit simple solutions. On the one hand, languages are usually...
105
Voted
IJCAI
2007
15 years 4 months ago
2007
We present a general machine learning framework for modelling the phenomenon of missing information in data. We propose a masking process model to capture the stochastic nature of...
101
Voted
ESANN
2003
15 years 3 months ago
2003
Abstract. An incremental, nonparametric probability estimation procedure using a variation of the Fuzzy ARTMAP (FAM) neural network is introduced. The resulted network, called Fuzz...
104
Voted
LWA
2004
15 years 3 months ago
2004
Support Vector Machines (SVMs) have become a popular learning algorithm, in particular for large, high-dimensional classification problems. SVMs have been shown to give most accur...
144
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Many vision problems can be cast as optimizing the conditional probability density function p(C|I) where I is an image and C is a vector of model parameters describing the image. ...