Adrian F. M. Smith
Probabilistic & Bayesian Methods · 1990–2003
A researcher in the Science corpus: 8 papers; trusts 4 researchers and is trusted by 500 researchers here, as inferred from the citation graph.
Subfields
- Probabilistic & Bayesian Methods — 8 citations into it; #36 of 1,525 by trust here, #42 by citations
Whom Adrian F. M. Smith trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Adrian F. M. Smith overall
- Arnaud Doucet
- Andrew Gelman
- Dieter Fox
- Simon J. Godsill
- Donald B. Rubin
- Jasper A. Vrugt
- Christian P. Robert
- P. Wade
- Alan E. Gelfand
- Christopher C. Holmes
Papers from Adrian F. M. Smith's perspective
Ordered by how strongly the researchers Adrian F. M. Smith trusts endorse each paper. Same corpus, a different order for every researcher.
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Monte Carlo strategies in scientific computing
- Bayesian learning for neural networks
- Hybrid Monte Carlo
- Projection Pursuit Regression
- Singular value decomposition for genome-wide expression data processing and modeling. (Proceedings of the National Academy of Sciences of the United States of America)
- Information Theory: 1948-1998 - Guest Editorial
- International Journal of Computer Vision manuscript No. (will be inserted by the editor) The PASCAL Visual Object Classes (VOC) Challenge
- ImageNet classification with deep convolutional neural networks
- A Fast Learning Algorithm for Deep Belief Nets
Their papers
- Sampling-Based Approaches to Calculating Marginal Densities (1990)
- Bayesian Theory (2001) — 615 citations
- Bayesian analysis of mortality data (2001) — 59 citations
- Gaussian Processes to Speed up Hybrid Monte Carlo for Expensive Bayesian Integrals (2003) — 206 citations
- A Bayesian CART algorithm (1998)
- Novel approach to nonlinear/non-Gaussian Bayesian state estimation (1993)
- Bayesian statistics without tears: A sampling-resampling perspective (1992)
- Bayesian Analysis of Constrained Parameter and Truncated Data Problems (1991)