Monte Carlo methods
Selected Publications
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Herded Gibbs Sampling
Luke Bornn‚ Yutian Chen‚ Nando de Freitas‚ Mareija Eskelin‚ Jing Fang and Max Welling
In International Conference on Learning Representations (ICLR). 2013.
Details about Herded Gibbs Sampling | BibTeX data for Herded Gibbs Sampling | Link to Herded Gibbs Sampling
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Adaptive MCMC with Bayesian Optimization
Nimalan Mahendran‚ Ziyu Wang‚ Firas Hamze and Nando de Freitas
In Journal of Machine Learning Research − Proceedings Track for Artificial Intelligence and Statistics (AISTATS). Vol. 22. Pages 751–760. 2012.
Details about Adaptive MCMC with Bayesian Optimization | BibTeX data for Adaptive MCMC with Bayesian Optimization | Link to Adaptive MCMC with Bayesian Optimization
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Adaptive Hamiltonian and Riemann Manifold Monte Carlo Samplers
Ziyu Wang‚ Shakir Mohamed and Nando de Freitas
In International Conference on Machine Learning (ICML). Pages 1462–1470. 2013.
JMLR &CPW 28 (3): 1462–1470‚ 2013
Details about Adaptive Hamiltonian and Riemann Manifold Monte Carlo Samplers | BibTeX data for Adaptive Hamiltonian and Riemann Manifold Monte Carlo Samplers | Download (pdf) of Adaptive Hamiltonian and Riemann Manifold Monte Carlo Samplers