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FEGC
2008
84views Biometrics» more  FEGC 2008»
13 years 11 months ago
Structure Inference of Bayesian Networks from Data: A New Approach Based on Generalized Conditional Entropy
We propose a novel algorithm for extracting the structure of a Bayesian network from a dataset. Our approach is based on generalized conditional entropies, a parametric family of e...
Dan A. Simovici, Saaid Baraty
IJCAI
2003
13 years 11 months ago
Great Expectations. Part I: On the Customizability of Generalized Expected Utility
We propose a generalization of expected utility that we call generalized EU (GEU), where a deci­ sion maker's beliefs are represented by plausibil­ ity measures and the dec...
Francis C. Chu, Joseph Y. Halpern
AMAI
2008
Springer
13 years 10 months ago
Default logic generalized and simplified
We provide a description of generalized default logic as a unified formalism for nonmonotonic reasoning. Special attention will be paid to the role of the monotonic logic underlyi...
Alexander Bochman
CORR
2010
Springer
47views Education» more  CORR 2010»
13 years 10 months ago
Robustness and Generalization
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...
Huan Xu, Shie Mannor
DCG
2010
93views more  DCG 2010»
13 years 10 months ago
The Number of Generalized Balanced Lines
Let S be a set of r red points and b = r +2 blue points in general position in the plane. A line determined by them is said to be balanced if in each open half-plane bounded by th...
David Orden, Pedro Ramos, Gelasio Salazar