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IDA
1999
Springer
15 years 10 months ago
Discovering Dynamics Using Bayesian Clustering
Abstract. This paper introduces a Bayesian method for clustering dynamic processes and applies it to the characterization of the dynamics of a military scenario. The method models ...
Paola Sebastiani, Marco Ramoni, Paul R. Cohen, Joh...
INFOCOM
1990
IEEE
15 years 10 months ago
Fault Tolerance of a Class of Double-Loop Networks
This paper analyzes the fault tolerance of a class of double-loop networks referred to as forwardloop backward-hop FLBH, in which each node is connected via unidirectional links t...
Jon M. Peha, Fouad A. Tobagi
EPEW
2008
Springer
15 years 8 months ago
State-Aware Performance Analysis with eXtended Stochastic Probes
We define a mechanism for specifying performance queries which combine instantaneous observations of model states and finite sequences of observations of model activities. We reali...
Allan Clark, Stephen Gilmore
NIPS
2001
15 years 7 months ago
Infinite Mixtures of Gaussian Process Experts
We present an extension to the Mixture of Experts (ME) model, where the individual experts are Gaussian Process (GP) regression models. Using an input-dependent adaptation of the ...
Carl Edward Rasmussen, Zoubin Ghahramani
SODA
2004
ACM
74views Algorithms» more  SODA 2004»
15 years 7 months ago
Torpid mixing of simulated tempering on the Potts model
Simulated tempering and swapping are two families of sampling algorithms in which a parameter representing temperature varies during the simulation. The hope is that this will ove...
Nayantara Bhatnagar, Dana Randall