Paolo Giudici
Statistics and Probability · 2003–2020
A researcher in the Science corpus: 8 papers; trusts 24 researchers and is trusted by 28 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 21 citations into it; #2,153 of 12,932 by trust here, #3,411 by citations
- Probabilistic & Bayesian Methods — 18 citations into it; #684 of 1,525 by trust here, #1,220 by citations
- Artificial Intelligence — 15 citations into it; #6,836 of 35,345 by trust here, #15,004 by citations
Whom Paolo Giudici trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Peter J. Green
- Matthew Stephens
- David Madigan
- Gareth O. Roberts
- David E. Heckerman
- Simon J. Godsill
- Dan Geiger
- Jeremy York
- Scott M. Lundberg
- Andrew Gelman
Who trusts Paolo Giudici overall
- Gülser Köksal
- Jack Kuipers
- Daniel Eaton
- Robert Castelo
- Steve P. Brooks
- Rónán Daly
- Lars Lorch
- David B. Dunson
- Peter Müller
- Riccardo Bellazzi
Papers from Paolo Giudici's perspective
Ordered by how strongly the researchers Paolo Giudici trusts endorse each paper. Same corpus, a different order for every researcher.
- Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
- Bayesian analysis of mixture models with an unknown number of components- an alternative to reversible jump methods
- Monte Carlo Sampling Methods Using Markov Chains and Their Applications
- Hybrid Monte Carlo
- Bayesian Graphical Models for Discrete Data
- Bayesian Density Estimation and Inference Using Mixtures
- Inference from Iterative Simulation Using Multiple Sequences
- Optimal scaling of discrete approximations to Langevin diffusions
- Weak convergence and optimal scaling of random walk Metropolis algorithms
- On the Relationship Between Markov chain Monte Carlo Methods for Model Uncertainty
Their papers
- Improving Markov Chain Monte Carlo Model Search for Data Mining (2004) — 212 citations
- Nonparametric Convergence Assessment for MCMC Model Selection (2003) — 112 citations
- Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (2003) — 325 citations
- Mixtures of products of Dirichlet processes for variable selection in survival analysis (2003) — 55 citations
- Copulae and operational risks (2008) — 49 citations
- Explainable Machine Learning in Credit Risk Management (2020) — 394 citations
- Modelling Operational Losses: A Bayesian Approach (2004) — 60 citations
- Applied Data Mining: Statistical Methods for Business and Industry (2003) — 533 citations