2204 search results - page 14 / 441 » Agnostic active learning |
141
Voted
COLING
2010
14 years 8 months ago
2010
This paper presents a novel semisupervised learning algorithm called Active Deep Networks (ADN), to address the semi-supervised sentiment classification problem with active learni...
60
Voted
ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
62
Voted
ICALT
2008
IEEE
15 years 8 months ago
2008
IEEE
100
Voted
DIS
2009
Springer
15 years 8 months ago
2009
Springer
We present an active learning scheme that exploits cluster structure in data.
120
Voted
COLT
2007
Springer
15 years 8 months ago
2007
Springer
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...