1427 search results - page 79 / 286 » Learning with Annotation Noise |
127
click to vote
ICML
1995
IEEE
15 years 7 months ago
1995
IEEE
Systems that learn from examples often create a disjunctive concept definition. Small disjuncts are those disjuncts which cover only a few training examples. The problem with sma...
160
Voted
ICDM
2008
IEEE
15 years 10 months ago
2008
IEEE
Searching for images of people is an essential task for image and video search engines. However, current search engines have limited capabilities for this task since they rely on ...
126
click to vote
NIPS
1996
15 years 5 months ago
1996
Real-valued random hidden variables can be useful for modelling latent structure that explains correlations among observed variables. I propose a simple unit that adds zero-mean G...
146
click to vote
ALT
2007
Springer
16 years 28 days ago
2007
Springer
In this paper, we address the issue of learning nonlinearly separable concepts with a kernel classifier in the situation where the data at hand are altered by a uniform classific...
121
Voted
ALT
2001
Springer
15 years 8 months ago
2001
Springer
We develop a theory for learning scenarios where multiple learners co-exist but there are mutual compatibility constraints on their outcomes. This is natural in cognitive learning...