Monte Carlo methods

Selected Publications

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.

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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.

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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

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