69 search results - page 4 / 14 » Some new directions in graph-based semi-supervised learning |
69
Voted
JMLR
2010
14 years 5 months ago
2010
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
92
Voted
ICML
2004
IEEE
15 years 11 months ago
2004
IEEE
The performance of graph based clustering methods critically depends on the quality of the distance function, used to compute similarities between pairs of neighboring nodes. In t...
81
Voted
AIED
2009
Springer
15 years 4 months ago
2009
Springer
Inquiry learning involves the learner acquiring new concepts and skills by means of carrying out an investigation. Some previous studies have looked into how these learning activit...
87
Voted
ICANN
2003
Springer
15 years 3 months ago
2003
Springer
Abstract. Solutions to the symbol grounding problem, in psychologically plausible cognitive models, have been based on hybrid connectionist/symbolic architectures, on robotic appro...
94
Voted
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
This paper introduces a new problem for which machine-learning tools may make an impact. The problem considered is termed "compressive sensing", in which a real signal o...