Radford M. Neal

1. Connectionist learning of belief networks
   1992/07/01 by Radford M. Neal · 56 citations
   Computer Science · #Neural Networks and Applications #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning
2. Annealed importance sampling
   2001/04/01 by Radford M. Neal · 58 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference
3. Markov Chain Monte Carlo in Practice: A Roundtable Discussion
   1998/05/01 by Robert E. Kass, Bradley P. Carlin, Andrew Gelman +1 · 43 citations
   Mathematics · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Markov Chains and Monte Carlo Methods
4. Annealed Importance Sampling
   1998/03/08 by Radford M. Neal, Neal, Radford M. · 31 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Financial Risk and Volatility Modeling #Statistical Methods and Bayesian Inference #Statistics and Probability (physics.data-an) #physics.comp-ph #physics.data-an
5. Slice Sampling
   2000/09/07 by Radford M. Neal, Neal, Radford M. · 25 citations
   Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Spectroscopy Techniques in Biomedical and Chemical Research #Statistics and Probability (physics.data-an) #physics.comp-ph #physics.data-an
6. Slice sampling
   2003/06/01 by Radford M. Neal · 19 citations
   Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #Markov Chains and Monte Carlo Methods #NMR spectroscopy and applications
7. Fast exact summation using small and large superaccumulators
   2015/05/21 by Radford M. Neal, Neal, Radford M. · 1 voice · 1 citation
   #math.NA #cs.DC #stat.CO
8. Markov Chain Sampling Methods for Dirichlet Process Mixture Models
   2000/06/01 by Radford M. Neal · 7 citations
9. Improving Asymptotic Variance of MCMC Estimators: Non-reversible Chains are Better
   2004/07/15 by Radford M. Neal, Neal, Radford M. · 5 citations
   Mathematics · Physics and Astronomy · Materials Science · #Markov Chains and Monte Carlo Methods #Theoretical and Computational Physics #Block Copolymer Self-Assembly
10. Suppressing Random Walks in Markov Chain Monte Carlo Using Ordered Overrelaxation
    1995/06/22 by Radford M. Neal, Neal, R. M. · 2 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Data Analysis #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference #Statistics and Probability (physics.data-an)
11. Markov Chain Sampling for Non-linear State Space Models Using Embedded Hidden Markov Models
    2003/05/01 by Radford M. Neal, Neal, Radford M. · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Mathematics #Machine Learning and Algorithms #Probability (math.PR) #math.PR
12. Split Hamiltonian Monte Carlo
    2011/06/29 by Babak Shahbaba, Shiwei Lan, Shahbaba, Babak +5 · 1 citation
    Mathematics · Computer Science · Biochemistry, Genetics and Molecular Biology · #Markov Chains and Monte Carlo Methods #Gaussian Processes and Bayesian Inference #Protein Structure and Dynamics
13. Puzzles of Anthropic Reasoning Resolved Using Full Non-indexical Conditioning
    2006/08/23 by Radford M. Neal, Neal, Radford M. · 1 voice · 1 citation
    Computer Science · Physics and Astronomy · #Cognitive Science and Mapping #Space Science and Extraterrestrial Life #Distributed Control Multi-Agent Systems