A partially collapsed Gibbs sampler for parameters with local constraints

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2010, Pages 3886-3889

  Kail, Georg ^a   Tourneret, Jean Yves ^b   Hlawatsch, Franz ^a   Dobigeon, Nicolas ^b  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

^b UNIVERSITÉ DE TOULOUSE   (France)

Author keywords

Deterministic constraints; Markov chain Monte Carlo method; Partially collapsed Gibbs sampler; Pulse detection

Indexed keywords

CHAINS; MONTE CARLO METHODS; SIGNAL PROCESSING;

BAYESIAN DETECTION; DETERMINISTIC CONSTRAINT; DETERMINISTICS; GIBBS SAMPLERS; LOCAL CONSTRAINTS; MARKOV CHAIN MONTE CARLO METHOD; PARTIALLY COLLAPSED GIBBS SAMPLER; PROBABILISTIC STRUCTURES; PULSE DETECTION; RANDOM PARAMETERS;

MARKOV PROCESSES;

EID: 78049400924     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5495806     Document Type: Conference Paper

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