## Monte Carlo Methods |

**Some relevant publications:**

- Murray, I.A., Ghahramani, Z., and MacKay, D.J.C. (2006)

MCMC for doubly-intractable distributions.

In Uncertainty in Artificial Intelligence**(UAI-2006)**. - Murray, I., MacKay, D.J.C., Ghahramani, Z. and Skilling,
J. (2006)

Nested Sampling for Potts Models.

In*Advances in Neural Information Processing Systems 18***(NIPS-2005)**. - Murray, I. and Ghahramani, Z. (2004)

Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms.

In*Uncertainty in Artificial Intelligence***(UAI-2004)**. -
Rasmussen, C. E. and Ghahramani, Z. (2003)

Bayesian Monte Carlo.

In**Advances in Neural Information Processing Systems 15**. Cambridge, MA: MIT Press.