319 search results - page 14 / 64 » Analysis of Perceptron-Based Active Learning |
NIPS
2004
13 years 8 months ago
2004
We introduce a novel active-learning scenario in which a user wants to work with a learning algorithm to identify useful anomalies. These are distinguished from the traditional st...
COMPSAC
2008
IEEE
13 years 9 months ago
2008
IEEE
This paper presents a methodology for setting up a Decision Support system for User Interface Design (DSUID). We first motivate the role and contributions of DSUID and then demons...
ICDAR
2009
IEEE
13 years 5 months ago
2009
IEEE
We propose a low cost method for the correction of the output of OCR engines through the use of human labor. The method employs an error estimator neural network that learns to as...
COLT
2006
Springer
13 years 11 months ago
2006
Springer
We study functions with multiple output values, and use active sampling to identify an example for each of the possible output values. Our results for this setting include: (1) Eff...
ECTEL
2009
Springer
14 years 2 months ago
2009
Springer
The work described is part of an ongoing interdisciplinary collaboration between two research teams of the University of Patras, Greece and the University of Freiburg, Germany, whi...