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FEGC
2008
84views Biometrics» more  FEGC 2008»
15 years 4 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
109
Voted
IJCAI
2003
15 years 3 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
121
Voted
AMAI
2008
Springer
15 years 2 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»
15 years 2 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»
15 years 2 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