Powered embarrassing parallel MCMC sampling in Bayesian inference, a weighted average intuition
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[1] Yee Whye Teh,et al. Bayesian Learning via Stochastic Gradient Langevin Dynamics , 2011, ICML.
[2] Larry A. Wasserman,et al. Sparse Nonparametric Density Estimation in High Dimensions Using the Rodeo , 2007, AISTATS.
[3] W. K. Hastings,et al. Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .
[4] I ScottKirkpatrick. Optimization by Simulated Annealing: Quantitative Studies , 1984 .
[5] Nando de Freitas,et al. An Introduction to MCMC for Machine Learning , 2004, Machine Learning.
[6] E. Wagenmakers,et al. AIC model selection using Akaike weights , 2004, Psychonomic bulletin & review.
[7] Radford M. Neal. MCMC Using Hamiltonian Dynamics , 2011, 1206.1901.
[8] Scott Kirkpatrick,et al. Optimization by simulated annealing: Quantitative studies , 1984 .
[9] D. Posada,et al. Model selection and model averaging in phylogenetics: advantages of akaike information criterion and bayesian approaches over likelihood ratio tests. , 2004, Systematic biology.
[10] Gentry White,et al. GPU accelerated MCMC for modeling terrorist activity , 2014, Comput. Stat. Data Anal..
[11] L. Tierney. Markov Chains for Exploring Posterior Distributions , 1994 .
[12] Christian Blum,et al. Ant colony optimization: Introduction and recent trends , 2005 .
[13] Ryan P. Adams,et al. ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures , 2013, ArXiv.
[14] Y. Atchadé. An Adaptive Version for the Metropolis Adjusted Langevin Algorithm with a Truncated Drift , 2006 .
[15] Chong Wang,et al. Asymptotically Exact, Embarrassingly Parallel MCMC , 2013, UAI.
[16] Nando de Freitas,et al. Adaptive Hamiltonian and Riemann manifold Monte Carlo samplers , 2013, ICML 2013.
[17] Edward I. George,et al. Bayes and big data: the consensus Monte Carlo algorithm , 2016, Big Data and Information Theory.
[18] Donald Geman,et al. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[19] N. Metropolis,et al. Equation of State Calculations by Fast Computing Machines , 1953, Resonance.