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Kernel Adaptive Metropolis-Hastings.

, , , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1665-1673. JMLR.org, (2014)

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A tutorial on adaptive MCMC., and . Stat. Comput., 18 (4): 343-373 (2008)Sequential Monte Carlo Methods for Optimal Filtering., , and . Sequential Monte Carlo Methods in Practice, Springer, (2001)Bayesian estimation and detection of shot noise processes using reversible jumps., and . ICASSP, page 3681-3684. IEEE Computer Society, (1997)Optimal estimation of non-stationary phase and amplitude processes.. ICASSP, page 637-640. IEEE, (2000)On-line non-stationary ICA using mixture models., , , and . ICASSP, page 3148-3151. IEEE, (2000)SGA based symbol detection and EM channel estimation for MIMO systems., , , and . VTC Spring, page 1743-1747. IEEE, (2006)Monte Carlo Methods for Absolute Beginners.. Advanced Lectures on Machine Learning, volume 3176 of Lecture Notes in Computer Science, page 113-145. Springer, (2003)Kernel Adaptive Metropolis-Hastings., , , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1665-1673. JMLR.org, (2014)Joint blind and semi-blind detection and channel estimation for space-time trellis coded systems., , , and . ICASSP (4), page 349-352. IEEE, (2003)Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes., , and . IEEE Trans. Signal Process., 61 (22): 5755-5766 (2013)