3949 search results - page 436 / 790 » Machine Learning and Data Mining |
192
click to vote
IAT
2009
IEEE
16 years 1 months ago
2009
IEEE
—We describe the design of an autonomous agent that can teach itself how to translate from a foreign language, by first assembling its own training set, then using it to improve...
177
click to vote
BMCBI
2010
15 years 6 months ago
2010
Background: Biological knowledge is represented in scientific literature that often describes the function of genes/ proteins (bioentities) in terms of their interactions (biointe...
179
click to vote
COLT
2005
Springer
16 years 7 days ago
2005
Springer
We start by showing that in an active learning setting, the Perceptron algorithm needs Ω( 1 ε2 ) labels to learn linear separators within generalization error ε. We then prese...
195
click to vote
ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
In many application domains there is a large amount of unlabeled data but only a very limited amount of labeled training data. One general approach that has been explored for util...
178
click to vote
GECCO
2005
Springer
16 years 7 days ago
2005
Springer
Identification of those genes that might anticipate the clinical behavior of different types of cancers is challenging due to availability of a smaller number of patient samples...