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» An Independence Relation for Sets of Secrets
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IJCAI
2001
13 years 9 months ago
Probabilistic Classification and Clustering in Relational Data
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
Benjamin Taskar, Eran Segal, Daphne Koller
CORR
2006
Springer
77views Education» more  CORR 2006»
13 years 8 months ago
Generalized Entropy Power Inequalities and Monotonicity Properties of Information
New families of Fisher information and entropy power inequalities for sums of independent random variables are presented. These inequalities relate the information in the sum of n ...
Mokshay M. Madiman, Andrew R. Barron
IJAR
2010
91views more  IJAR 2010»
13 years 7 months ago
Logical and algorithmic properties of stable conditional independence
The logical and algorithmic properties of stable conditional independence (CI) as an alternative structural representation of conditional independence information are investigated...
Mathias Niepert, Dirk Van Gucht, Marc Gyssens
IJCAI
1997
13 years 9 months ago
Qualitative Relevance and Independence: A Roadmap
Several qualitative notions of epistemic dependence between propositions are studied. They are closely related to the ordinal notion of conditional possibility. What this paper pr...
Didier Dubois, Luis Fariñas del Cerro, Andr...
IROS
2009
IEEE
166views Robotics» more  IROS 2009»
14 years 3 months ago
Independent navigation of multiple mobile robots with hybrid reciprocal velocity obstacles
Abstract— We present an approach for smooth and collisionfree navigation of multiple mobile robots amongst each other. Each robot senses its surroundings and acts independently w...
Jamie Snape, Jur P. van den Berg, Stephen J. Guy, ...