7530 search results - page 1134 / 1506 » Machine learning in bioinformatics |
149
click to vote
ESANN
2003
15 years 8 months ago
2003
In this tutorial paper about mathematical aspects of neural networks, we will focus on two directions: on the one hand, we will motivate standard mathematical questions and well st...
163
click to vote
NIPS
2001
15 years 8 months ago
2001
We propose the framework of mutual information kernels for learning covariance kernels, as used in Support Vector machines and Gaussian process classifiers, from unlabeled task da...
202
click to vote
IJCAI
2003
15 years 8 months ago
2003
Emerging Web standards promise a network of heterogeneous yet interoperable Web Services. Web Services would greatly simplify the development of many kinds of data integration and...
154
click to vote
NIPS
2003
15 years 8 months ago
2003
Most machine learning researchers perform quantitative experiments to estimate generalization error and compare algorithm performances. In order to draw statistically convincing c...
154
click to vote
NIPS
2003
15 years 8 months ago
2003
This paper presents VLSI circuits with continuous-valued probabilistic behaviour realized by injecting noise into each computing unit(neuron). Interconnecting the noisy neurons fo...