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» Stochastic Process Creation
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NIPS
2008
15 years 5 months ago
The Infinite Factorial Hidden Markov Model
We introduce a new probability distribution over a potentially infinite number of binary Markov chains which we call the Markov Indian buffet process. This process extends the IBP...
Jurgen Van Gael, Yee Whye Teh, Zoubin Ghahramani
MASCOTS
2004
15 years 5 months ago
Performance Engineering with the UML Profile for Schedulability, Performance and Time: A Case Study
We describe the application of a performance engineering methodology based on UML diagrams with annotations taken from the Profile for Schedulability, Performance and Time. The me...
Andrew J. Bennett, A. J. Field
UAI
2000
15 years 5 months ago
Probabilistic State-Dependent Grammars for Plan Recognition
Techniques for plan recognition under uncertainty require a stochastic model of the plangeneration process. We introduce probabilistic state-dependent grammars (PSDGs) to represen...
David V. Pynadath, Michael P. Wellman
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ICASSP
2010
IEEE
15 years 4 months ago
An efficient particle filtering technique on the Grassmann manifold
Subspace tracking methods are widespread in signal and image processing. To reduce the influence of perturbations or outliers on the measurements, some authors have used a stocha...
Quentin Rentmeesters, Pierre-Antoine Absil, Paul V...
ICASSP
2009
IEEE
15 years 2 months ago
A performance-weighted mixture of LMS filters
In this paper, we explore the use of a particular multistage adaptation algorithm for a variety of adaptive filtering applications where the structure of the underlying process to...
Suleyman Serdar Kozat, Andrew C. Singer