1493 search results - page 150 / 299 » Learning Concepts by Modeling Relationships |
165
Voted
ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
Many machine learning algorithms can be formulated as a generalized eigenvalue problem. One major limitation of such formulation is that the generalized eigenvalue problem is comp...
157
click to vote
ECAI
2000
Springer
15 years 8 months ago
2000
Springer
Abstract. We are interested in the relationship between learning efficiency and representation in the case of supervised neural networks for pattern classification trained by conti...
147
click to vote
AAAI
2006
15 years 6 months ago
2006
We present an algorithm that derives actions' effects and preconditions in partially observable, relational domains. Our algorithm has two unique features: an expressive rela...
139
click to vote
MST
2000
15 years 4 months ago
2000
A team of learning machines is a multiset of learning machines. A team is said to successfully learn a concept just in case each member of some nonempty subset, of predetermined s...
123
click to vote
ICML
2008
IEEE
16 years 5 months ago
2008
IEEE
In multiple instance learning (MIL), how the instances determine the bag-labels is an essential issue, both algorithmically and intrinsically. In this paper, we show that the mech...