Wouter M. Koolen
Impact in
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- Advanced Bandit Algorithms Research
- Statistics and Probability top 5%
- Statistical Methods and Inference
- Statistical Methods in Clinical Trials
Papers in
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- Advanced Bandit Algorithms Research 27
- Auction Theory and Applications 4
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- Machine Learning and Algorithms 21
- Bayesian Modeling and Causal Inference 4
- Data Stream Mining Techniques 4
- Co-authors
- Peter Grünwald (11 shared papers)Manfred K. Warmuth (8 shared papers)Jyrki Kivinen (1 shared paper)Vladimir Vovk (3 shared papers)Steven de Rooij (4 shared papers)Tim van Erven (6 shared papers)Aaditya Ramdas (2 shared papers)Alexey Chernov (1 shared paper)
- Journals
- International Journal of Approximate Reasoning (3 papers)Theoretical Computer Science (3 papers)Journal of the Royal Statistical Society Series B (Statistical Methodology) (2 papers)IEEE/ACM Transactions on Computational Biology and Bioinformatics (1 paper)Electronic Journal of Probability (1 paper)
- Partner nations
- NetherlandsUnited StatesUnited Kingdom
In The Last Decade
Wouter M. Koolen
39 papers receiving 262 citations
Peers
Comparison fields: 5 of 46
- Management Science and Operations Research 150
- Statistics and Probability 68
- Artificial Intelligence 161
- Statistics, Probability and Uncertainty 17
- Computer Networks and Communications 51
Countries citing papers authored by Wouter M. Koolen
This map shows the geographic impact of Wouter M. Koolen'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 Wouter M. Koolen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Wouter M. Koolen more than expected).
Fields of papers citing papers by Wouter M. Koolen
This network shows the impact of papers produced by Wouter M. Koolen. 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 Wouter M. Koolen. The network helps show where Wouter M. Koolen may publish in the future.
Co-authors
The 21 scholars most cited alongside Wouter M. Koolen, 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 42 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Hedging Structured Concepts | 2010 | 36 |
| 2 | 2020 | 25 | |
| 3 | 2021 | 24 | |
| 4 | 2024 | 24 | |
| 5 | 2012 | 22 | |
| 6 | 2011 | 16 | |
| 7 | Putting Bayes to sleep | 2012 | 10 |
| 8 | Adaptive Hedge | 2011 | 8 |
| 9 | Combining strategies efficiently: high-quality decisions from conflicting advice | 2011 | 8 |
| 10 | 2021 | 7 | |
| 11 | The Pareto Regret Frontier | 2013 | 6 |
| 12 | 2008 | 6 | |
| 13 | 2013 | 5 | |
| 14 | Minimax time series prediction | 2015 | 5 |
| 15 | Pure Exploration with Multiple Correct Answers | 2019 | 5 |
| 16 | 2012 | 5 | |
| 17 | 2012 | 5 | |
| 18 | 2016 | 5 | |
| 19 | Minimax fixed-design linear regression | 2015 | 4 |
| 20 | Second-order quantile methods for experts and combinatorial games | 2015 | 4 |
About Wouter M. Koolen
Wouter M. Koolen is a scholar working on Management Science and Operations Research, Artificial Intelligence, Computer Networks and Communications, Computational Theory and Mathematics and Statistics and Probability, having authored 42 papers that have together received 267 indexed citations. Recurring topics across this work include Advanced Bandit Algorithms Research (27 papers), Machine Learning and Algorithms (21 papers), Optimization and Search Problems (9 papers), Computability, Logic, AI Algorithms (6 papers), Auction Theory and Applications (4 papers), Bayesian Modeling and Causal Inference (4 papers), Data Stream Mining Techniques (4 papers) and Sparse and Compressive Sensing Techniques (3 papers). The work is most often cited by research in Management Science and Operations Research (150 citations), Statistics and Probability (68 citations), Artificial Intelligence (161 citations), Statistics, Probability and Uncertainty (17 citations) and Computer Networks and Communications (51 citations). Wouter M. Koolen has collaborated with scholars based in Netherlands, United States and United Kingdom. Frequent co-authors include Peter Grünwald, Manfred K. Warmuth, Jyrki Kivinen, Vladimir Vovk, Steven de Rooij, Tim van Erven, Aaditya Ramdas, Alexey Chernov, Johannes Ruf and Martin Larsson. Their work appears in journals such as International Journal of Approximate Reasoning, Theoretical Computer Science, Journal of the Royal Statistical Society Series B (Statistical Methodology), IEEE/ACM Transactions on Computational Biology and Bioinformatics and Electronic Journal of Probability.
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.