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» Nonmonotonic Reasoning in Probabilistics
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CORR
2012
Springer
198views Education» more  CORR 2012»
13 years 5 months ago
Lipschitz Parametrization of Probabilistic Graphical Models
We show that the log-likelihood of several probabilistic graphical models is Lipschitz continuous with respect to the ￿p-norm of the parameters. We discuss several implications ...
Jean Honorio
EUROCAST
2007
Springer
133views Hardware» more  EUROCAST 2007»
15 years 1 months ago
Temporal Equilibrium Logic: A First Approach
In this paper we introduce an extension of Equilibrium Logic (a logical characterisation of the Answer Set Semantics for logic programs) consisting in the inclusion of modal tempor...
Pedro Cabalar, Gilberto Pérez Vega
ECAI
2006
Springer
15 years 1 months ago
Knowing Minimum/Maximum n Formulae
Abstract. We introduce a logical language with nullary operators min(n), for each non-negative integer n, which mean `the reasoner has at least n different beliefs'. The resul...
Thomas Ågotnes, Natasha Alechina
AAAI
2004
14 years 11 months ago
Encoding Probabilistic Causal Model in Probabilistic Action Language
Pearl's probabilistic causal model has been used in many domains to reason about causality. Pearl's treatment of actions is very different from the way actions are repre...
Nam Tran, Chitta Baral
ICEBE
2005
IEEE
139views Business» more  ICEBE 2005»
15 years 3 months ago
Modeling and Reasoning about Uncertainty in Context-Aware Systems
Uncertainty always exists as an unavoidable factor when developing context-aware applications for pervasive computing environments [1][2][3][4]. In this paper, we propose a unifie...
Binh An Truong, Young-Koo Lee, Sungyoung Lee