Peter Grünwald

Game theory, maximum entropy, minimum discrepancy and robust Bayesian decision theory

Peter Grünwald, A. P. Dawid · The Annals of Statistics · 2004 · 455 citations · Full text

Large Deviations, Bayesian Decision Theory, Minimum Discrepancy +21

A tutorial introduction to the minimum description length principle

Peter Grünwald · ArXiv.org · 2004 · 254 citations · Full text

Mathematical Programming, Engineering, Automated Reasoning +11

Model Selection Based on Minimum Description Length

Peter Grünwald · Journal of Mathematical Psychology · 2000 · 167 citations

Engineering, Machine Learning, Data Science +4

Shannon Information and Kolmogorov Complexity

Peter Grünwald, Paul Vitányi · arXiv (Cornell University) · 2004 · 138 citations · Full text

Engineering, Information Theory, Data Science +14

On Discriminative Bayesian Network Classifiers and Logistic Regression

Teemu Roos, Hannes Wettig, Peter Grünwald et al. · Machine Learning · 2005 · 120 citations · Full text

Classification Method, Engineering, Machine Learning +7