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» Learning and Generalization with the Information Bottleneck
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CORR
2011
Springer
219views Education» more  CORR 2011»
14 years 4 months ago
Active Markov Information-Theoretic Path Planning for Robotic Environmental Sensing
Recent research in multi-robot exploration and mapping has focused on sampling environmental fields, which are typically modeled using the Gaussian process (GP). Existing informa...
Kian Hsiang Low, John M. Dolan, Pradeep K. Khosla
IJCAI
2007
14 years 11 months ago
Representations for Action Selection Learning from Real-Time Observation of Task Experts
The association of perception and action is key to learning by observation in general, and to programlevel task imitation in particular. The question is how to structure this info...
Mark A. Wood, Joanna Bryson
IUCS
2009
ACM
141views Communications» more  IUCS 2009»
15 years 4 months ago
Linking Wikipedia entries to blog feeds by machine learning
This paper studies the issue of conceptually indexing the blogosphere through the whole hierarchy of Wikipedia entries. This paper proposes how to link Wikipedia entries to blog f...
Mariko Kawaba, Hiroyuki Nakasaki, Daisuke Yokomoto...
WWW
2004
ACM
15 years 10 months ago
Personalization in distributed e-learning environments
Personalized support for learners becomes even more important, when e-Learning takes place in open and dynamic learning and information networks. This paper shows how to realize p...
Peter Dolog, Nicola Henze, Wolfgang Nejdl, Michael...
LREC
2010
145views Education» more  LREC 2010»
14 years 11 months ago
Generic Ontology Learners on Application Domains
In ontology learning from texts, we have ontology-rich domains where we have large structured domain knowledge repositories or we have large general corpora with large general str...
Francesca Fallucchi, Maria Teresa Pazienza, Fabio ...