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ICASSP
2010
IEEE
15 years 4 days ago
A partially collapsed Gibbs sampler for parameters with local constraints
We consider Bayesian detection/classification of discrete random parameters that are strongly dependent locally due to some deterministic local constraint. Based on the recently ...
Georg Kail, Jean-Yves Tourneret, Franz Hlawatsch, ...
ACSD
2010
IEEE
220views Hardware» more  ACSD 2010»
14 years 11 months ago
Towards Performance Evaluation of Mobile Ad Hoc Network Protocols
We present a formal framework to evaluate stochastic properties of MANET protocols. It captures the interplay between stochastic behavior of protocols deployed at different network...
Fatemeh Ghassemi, Ali Movaghar, Wan Fokkink
CORR
2010
Springer
103views Education» more  CORR 2010»
14 years 11 months ago
On the Queueing Behavior of Random Codes over a Gilbert-Elliot Erasure Channel
This paper considers the queueing performance of a system that transmits coded data over a time-varying erasure channel. In our model, the queue length and channel state together f...
Parimal Parag, Jean-François Chamberland, H...
101
Voted
ENTCS
2010
103views more  ENTCS 2010»
14 years 11 months ago
A Model and Analysis of the AKAP Scaffold
We study the biochemical processes involved in scaffold-mediated crosstalk between the cAMP and the Raf-1/MEK/ERK pathways. We model the system by a continuous time Markov chain w...
Oana Andrei, Muffy Calder
JMLR
2010
152views more  JMLR 2010»
14 years 8 months ago
Bayesian Generalized Kernel Models
We propose a fully Bayesian approach for generalized kernel models (GKMs), which are extensions of generalized linear models in the feature space induced by a reproducing kernel. ...
Zhihua Zhang, Guang Dai, Donghui Wang, Michael I. ...