3339 search results - page 51 / 668 » Relational Learning by Imitation |
124
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
Social media such as blogs, Facebook, Flickr, etc., presents data in a network format rather than classical IID distribution. To address the interdependency among data instances, ...
83
Voted
IROS
2008
IEEE
15 years 7 months ago
2008
IEEE
—This paper introduces a new approach to develop robots that can learn general affordance relations from their experiences. Our approach is a part of larger efforts to develop a ...
91
Voted
EMNLP
2010
14 years 10 months ago
2010
We present a machine learning approach for the task of ranking previously answered questions in a question repository with respect to their relevance to a new, unanswered referenc...
82
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We present a method for parameter learning in relational Bayesian networks (RBNs). Our approach consists of compiling the RBN model into a computation graph for the likelihood fun...
117
Voted
PKDD
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...