Search Results for author: Charles A. Sutton

Found 2 papers, 0 papers with code

Continuous Relaxations for Discrete Hamiltonian Monte Carlo

no code implementations NeurIPS 2012 Yichuan Zhang, Zoubin Ghahramani, Amos J. Storkey, Charles A. Sutton

Continuous relaxations play an important role in discrete optimization, but have not seen much use in approximate probabilistic inference.

Quasi-Newton Methods for Markov Chain Monte Carlo

no code implementations NeurIPS 2011 Yichuan Zhang, Charles A. Sutton

The performance of Markov chain Monte Carlo methods is often sensitive to the scaling and correlations between the random variables of interest.

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