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Professor
,
Radford University
2022–
·
Professor
,
Radford University
2008–
·
Assistant Professor
,
Radford University
1001–5000
Publications
(117)
Pattern Recognition and Machine Learning
Technometrics · 2006
38,829
cited
Bayesian learning for neural networks
1995
4,894
cited
Arithmetic coding for data compression
CACM · 1987
3,454
cited
Handbook of Markov Chain Monte Carlo
2011
3,385
cited
A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants
Learning in Graphical Models · 1998
2,855
cited
Markov Chain Sampling Methods for Dirichlet Process Mixture Models
2000
2,647
cited
Near Shannon limit performance of low density parity check codes
1996
2,044
cited
Annealed importance sampling
Statistics and computing · 1998
1,584
cited
The Helmholtz Machine
Neural Computation · 1995
1,368
cited
Probabilistic Inference Using Markov Chain Monte Carlo Methods
2011
1,286
cited
MCMC Using Hamiltonian Dynamics
2011
1,256
cited
Slice Sampling
2000
821
cited
Markov Chain Monte Carlo in Practice: A Roundtable Discussion
1998
728
cited
Connectionist Learning of Belief Networks
Artificial Intelligence · 1992
629
cited
Arithmetic coding revisited
ACM Trans. Inf. Syst. · 1998
625
cited
A Split-Merge Markov chain Monte Carlo Procedure for the Dirichlet Process Mixture Model
2004
536
cited
Monte Carlo Implementation of Gaussian Process Models for Bayesian Regression and Classification
1997
509
cited
A data-calibrated distribution of deglacial chronologies for the North American ice complex from glaciological modeling
2012
422
cited
Sampling from multimodal distributions using tempered transitions
Statistics and computing · 1996
397
cited
Bayesian Methods for Adaptive Models
2011
391
cited
Show all 117 papers →
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