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» A Model for Structural Changes of Belief
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DEXAW
2004
IEEE
109views Database» more  DEXAW 2004»
15 years 1 months ago
A Deliberative Model for Self-Adaptation Middleware Using Architectural Dependency
: A crucial prerequisite to externalized adaptation is an understanding of how components are interconnected, or more particularly how and why they depend on one another. Such depe...
N. Badr, A. Taleb-Bendiab, Martin Randles, D. Reil...
ECAI
2008
Springer
14 years 11 months ago
A General Model for Epistemic State Revision using Plausibility Measures
In this paper, we present a general revision model on epistemic states based on plausibility measures proposed by Friedman and Halpern. We propose our revision strategy and give so...
Jianbing Ma, Weiru Liu
JSW
2007
66views more  JSW 2007»
14 years 9 months ago
Implementing Model-Based Data Structures using Transient Model Extensions
— Software is often constructed using a layered approach to encapsulate various functionality in corresponding layers. Individual requirements of each layer demand layer specifi...
Michael Thonhauser, Gernot Schmoelzer, Christian K...
ICMLA
2009
14 years 7 months ago
Exact Graph Structure Estimation with Degree Priors
We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
Bert Huang, Tony Jebara
79
Voted
ICML
2009
IEEE
15 years 10 months ago
Boosting with structural sparsity
Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...
John Duchi, Yoram Singer