65 search results - page 3 / 13 » Bayesian system identification via Markov chain Monte Carlo ... |
PAMI
2007
13 years 4 months ago
2007
—Time-Correlated Single Photon Counting and Burst Illumination Laser data can be used for range profiling and target classification. In general, the problem is to analyze the res...
ICASSP
2011
IEEE
12 years 9 months ago
2011
IEEE
In this paper, models and algorithms are presented for transcription of pitch and timings in polyphonic music extracts, focusing on the algorithm details of the sequential Markov ...
ICPP
2007
IEEE
13 years 11 months ago
2007
IEEE
We present two parallel algorithms and their Unified Parallel C implementations for Bayesian indoor positioning systems. Our approaches are founded on Markov Chain Monte Carlo si...
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
This paper concerns the experimental assessment of tempering as a technique for improving Bayesian inference for C&RT models. Full Bayesian inference requires the computation ...
ICCS
2007
Springer
13 years 11 months ago
2007
Springer
In this work we study the computational complexity of a class of grid Monte Carlo algorithms for integral equations. The idea of the algorithms consists in an approximation of the ...