319 search results - page 1 / 64 » Analysis of Perceptron-Based Active Learning |
COLT
2005
Springer
13 years 10 months 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...
PRIB
2010
Springer
13 years 3 months ago
2010
Springer
Abstract. Supervised classifiers require manually labeled training samples to classify unlabeled objects. Active Learning (AL) can be used to selectively label only “ambiguous...
C5
2010
IEEE
13 years 3 months ago
2010
IEEE
— This paper presents a study of the learning process in a distance collaborative learning environment with a chat system and a Wiki, and development of a new chat system based o...
PAMI
2007
13 years 4 months ago
2007
—The potential of brain electrical activity generated as a response to a visual stimulus is examined in the context of the identification of individuals. Specifically, a framewor...
ETS
2002
IEEE
13 years 4 months ago
2002
IEEE
In the analysis of any learning environment, whether small or large, one observes within it a "set of human activities related to each other so they can be viewed as a whole&...