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» Formalization of Continuous Probability Distributions
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WSC
2001
15 years 1 months ago
Study of an ergodicity pitfall in multitrajectory simulation
Multitrajectory Simulation allows random events in a simulation to generate multiple trajectories. Management techniques have been developed to manage the choices of trajectories ...
John B. Gilmer Jr., Frederick J. Sullivan
REX
1991
15 years 3 months ago
From Timed to Hybrid Systems
We propose a framework for the formal speci cation and veri cation of timed and hybrid systems. For timed systems we propose a speci cation language that refers to time only throug...
Oded Maler, Zohar Manna, Amir Pnueli
UAI
2004
15 years 1 months ago
Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials
Mixtures of truncated exponentials (MTE) potentials are an alternative to discretization for representing continuous chance variables in influence diagrams. Also, MTE potentials c...
Barry R. Cobb, Prakash P. Shenoy
NIPS
2008
15 years 1 months ago
Continuously-adaptive discretization for message-passing algorithms
Continuously-Adaptive Discretization for Message-Passing (CAD-MP) is a new message-passing algorithm for approximate inference. Most message-passing algorithms approximate continu...
Michael Isard, John MacCormick, Kannan Achan
FORMATS
2007
Springer
15 years 3 months ago
CSL Model Checking Algorithms for Infinite-State Structured Markov Chains
Jackson queueing networks (JQNs) are a very general class of queueing networks that find their application in a variety of settings. The state space of the continuous-time Markov c...
Anne Remke, Boudewijn R. Haverkort