Peter Grünwald
Impact in
- Statistics and Probability top 1%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Advanced Statistical Methods and Models
- General Decision Sciences top 5%
Papers in
-
- Bayesian Modeling and Causal Inference 19
- Machine Learning and Algorithms 18
- Bayesian Methods and Mixture Models 9
-
- Statistical Methods in Clinical Trials 13
- Statistical Methods and Inference 12
- Co-authors
- A. P. Dawid (2 shared papers)In Jae Myung (1 shared paper)Mark A. Pitt (1 shared paper)Petri Myllymäki (8 shared papers)Kirsi Tirri (7 shared papers)Joseph Y. Halpern (3 shared papers)Steven de Rooij (8 shared papers)Paul Vitányi (2 shared papers)
- Journals
- Journal of Mathematical Psychology (5 papers)Journal of the Royal Statistical Society Series B (Statistical Methodology) (3 papers)International Journal of Approximate Reasoning (2 papers)Machine Learning (2 papers)Die Naturwissenschaften (2 papers)
- Partner nations
- NetherlandsUnited StatesGermany
In The Last Decade
Peter Grünwald
91 papers receiving 1.6k citations
Peers
Comparison fields: 5 of 155
- Statistics and Probability 329
- General Decision Sciences 70
- Artificial Intelligence 923
- Management Science and Operations Research 262
- Signal Processing 134
Countries citing papers authored by Peter Grünwald
This map shows the geographic impact of Peter Grünwald's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Peter Grünwald with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter Grünwald more than expected).
Fields of papers citing papers by Peter Grünwald
This network shows the impact of papers produced by Peter Grünwald. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Peter Grünwald. The network helps show where Peter Grünwald may publish in the future.
Co-authors
The 25 scholars most cited alongside Peter Grünwald, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 98 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Advances in Minimum Description Length: Theory and Applications | 2005 | 276 |
| 2 | 2004 | 256 | |
| 3 | 2000 | 112 | |
| 4 | 2007 | 102 | |
| 5 | 2005 | 80 | |
| 6 | 2006 | 62 | |
| 7 | The Minimum Description Length Principle and Reasoning under Uncertainty | 1998 | 57 |
| 8 | 2021 | 45 | |
| 9 | 2005 | 44 | |
| 10 | 2003 | 41 | |
| 11 | Comparing Predictive Inference Methods for Discrete Domains | 1997 | 38 |
| 12 | 2003 | 37 | |
| 13 | 2012 | 37 | |
| 14 | 2000 | 34 | |
| 15 | 1989 | 34 | |
| 16 | 2023 | 33 | |
| 17 | 2009 | 27 | |
| 18 | 2020 | 24 | |
| 19 | 2007 | 24 | |
| 20 | Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes | 2020 | 23 |
About Peter Grünwald
Peter Grünwald is a scholar working on Artificial Intelligence, Statistics and Probability, Management Science and Operations Research, Molecular Biology and Statistical and Nonlinear Physics, having authored 98 papers that have together received 1.8k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (19 papers), Machine Learning and Algorithms (18 papers), Statistical Methods in Clinical Trials (13 papers), Statistical Methods and Inference (12 papers), Advanced Bandit Algorithms Research (12 papers), Statistical Mechanics and Entropy (9 papers), Bayesian Methods and Mixture Models (9 papers) and Advanced Statistical Process Monitoring (8 papers). The work is most often cited by research in Statistics and Probability (329 citations), General Decision Sciences (70 citations), Artificial Intelligence (923 citations), Management Science and Operations Research (262 citations) and Signal Processing (134 citations). Peter Grünwald has collaborated with scholars based in Netherlands, United States and Germany. Frequent co-authors include A. P. Dawid, In Jae Myung, Mark A. Pitt, Petri Myllymäki, Kirsi Tirri, Joseph Y. Halpern, Steven de Rooij, Paul Vitányi, Wouter M. Koolen and Tim van Erven. Their work appears in journals such as Journal of Mathematical Psychology, Journal of the Royal Statistical Society Series B (Statistical Methodology), International Journal of Approximate Reasoning, Machine Learning and Die Naturwissenschaften.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.