932 search results - page 75 / 187 » Referring-Expression Generation Using a Transformation-Based... |
134
click to vote
CAEPIA
2011
Springer
14 years 2 months ago
2011
Springer
In this paper we apply the recent notion of anytime universal intelligence tests to the evaluation of a popular reinforcement learning algorithm, Q-learning. We show that a general...
118
Voted
JMLR
2010
14 years 9 months ago
2010
Feature selection for supervised learning can be greatly improved by making use of the fact that features often come in classes. For example, in gene expression data, the genes wh...
132
click to vote
NIPS
2001
15 years 3 months ago
2001
In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
127
click to vote
TREC
2004
15 years 3 months ago
2004
We approached the problem of classifying papers for the TREC 2004 Genomics Track triage task as a four step process: feature generation, feature selection, classifier training, an...
142
click to vote
AIRS
2006
Springer
15 years 6 months ago
2006
Springer
Recently, much research has been proposed using nature inspired algorithms to perform complex machine learning tasks. Ant Colony Optimization (ACO) is one such algorithm based on s...