Steffen Grünewälder

555 total citations
14 papers, 221 citations indexed

About

Steffen Grünewälder is a scholar working on Artificial Intelligence, Management Science and Operations Research and Control and Systems Engineering. According to data from OpenAlex, Steffen Grünewälder has authored 14 papers receiving a total of 221 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 5 papers in Management Science and Operations Research and 2 papers in Control and Systems Engineering. Recurrent topics in Steffen Grünewälder's work include Advanced Bandit Algorithms Research (4 papers), Neural dynamics and brain function (2 papers) and Neural Networks and Applications (2 papers). Steffen Grünewälder is often cited by papers focused on Advanced Bandit Algorithms Research (4 papers), Neural dynamics and brain function (2 papers) and Neural Networks and Applications (2 papers). Steffen Grünewälder collaborates with scholars based in United Kingdom, Germany and Botswana. Steffen Grünewälder's co-authors include J. Weldon McNutt, Femke Broekhuis, David W. Macdonald, Klaus Obermayer, Arno Onken, Matthias H. Munk, John Shawe‐Taylor, Stephen Hailes, Alan M. Wilson and Wendelin Böhmer and has published in prestigious journals such as PLoS ONE, PLoS Computational Biology and Machine Learning.

In The Last Decade

Steffen Grünewälder

13 papers receiving 217 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Steffen Grünewälder United Kingdom 7 83 46 36 30 28 14 221
Chayant Tantipathananandh United States 7 44 0.5× 102 2.2× 7 0.2× 32 1.1× 20 0.7× 8 516
Francisco J. H. Heras United Kingdom 8 33 0.4× 36 0.8× 22 0.6× 76 2.5× 39 1.4× 13 384
Bennet Vance United States 9 142 1.7× 88 1.9× 7 0.2× 41 1.4× 9 0.3× 19 393
Mattia G. Bergomi Italy 4 25 0.3× 20 0.4× 21 0.6× 45 1.5× 19 0.7× 13 269
Andrew Greenfield Australia 7 107 1.3× 29 0.6× 7 0.2× 28 0.9× 11 0.4× 10 329
Daniel Strömbom United States 11 45 0.5× 27 0.6× 5 0.1× 87 2.9× 19 0.7× 22 438
Francisco Romero-Ferrero Portugal 3 32 0.4× 16 0.3× 22 0.6× 64 2.1× 27 1.0× 3 288
Ilkka Kivimäki Belgium 10 156 1.9× 52 1.1× 10 0.3× 11 0.4× 13 0.5× 17 336
Hanna Lukashevich Germany 10 67 0.8× 81 1.8× 8 0.2× 25 0.8× 31 1.1× 27 360
Ana Georgina Flesia Argentina 12 20 0.2× 48 1.0× 15 0.4× 33 1.1× 13 0.5× 43 382

Countries citing papers authored by Steffen Grünewälder

Since Specialization
Citations

This map shows the geographic impact of Steffen Grünewälder'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 Steffen Grünewälder with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Steffen Grünewälder more than expected).

Fields of papers citing papers by Steffen Grünewälder

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Steffen Grünewälder. 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 Steffen Grünewälder. The network helps show where Steffen Grünewälder may publish in the future.

Co-authorship network of co-authors of Steffen Grünewälder

This figure shows the co-authorship network connecting the top 25 collaborators of Steffen Grünewälder. A scholar is included among the top collaborators of Steffen Grünewälder based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Steffen Grünewälder. Steffen Grünewälder is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

14 of 14 papers shown
1.
Grünewälder, Steffen, et al.. (2019). Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces. Journal of Machine Learning Research. 20(120). 1–49. 2 indexed citations
2.
Grünewälder, Steffen. (2018). Plug-in Estimators for Conditional Expectations and Probabilities. Lancaster EPrints (Lancaster University). 1513–1521. 2 indexed citations
3.
Grünewälder, Steffen, et al.. (2017). Optimistic Planning for the Stochastic Knapsack Problem. Lancaster EPrints (Lancaster University). 1114–1122. 3 indexed citations
4.
Agrawal, Shipra, et al.. (2017). Bandits with Delayed Anonymous Feedback.. arXiv (Cornell University).
5.
Agrawal, Shipra, et al.. (2017). Bandits with Delayed, Aggregated Anonymous Feedback. arXiv (Cornell University). 4105–4113. 16 indexed citations
6.
Broekhuis, Femke, Steffen Grünewälder, J. Weldon McNutt, & David W. Macdonald. (2014). Optimal hunting conditions drive circalunar behavior of a diurnal carnivore. Behavioral Ecology. 25(5). 1268–1275. 42 indexed citations
7.
Böhmer, Wendelin, et al.. (2013). Construction of approximation spaces for reinforcement learning. Journal of Machine Learning Research. 14(1). 2067–2118. 7 indexed citations
8.
Grünewälder, Steffen, Arthur Gretton, & John Shawe‐Taylor. (2013). Smooth Operators. International Conference on Machine Learning. 7 indexed citations
9.
Grünewälder, Steffen, Femke Broekhuis, David W. Macdonald, et al.. (2012). Movement Activity Based Classification of Animal Behaviour with an Application to Data from Cheetah (Acinonyx jubatus). PLoS ONE. 7(11). e49120–e49120. 66 indexed citations
10.
Böhmer, Wendelin, Steffen Grünewälder, Hannes Nickisch, & Klaus Obermayer. (2012). Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis. Machine Learning. 89(1-2). 67–86. 15 indexed citations
11.
Grünewälder, Steffen & Klaus Obermayer. (2010). The optimal unbiased value estimator and its relation to LSTD, TD and MC. Machine Learning. 83(3). 289–330. 3 indexed citations
12.
Onken, Arno, Steffen Grünewälder, Matthias H. Munk, & Klaus Obermayer. (2009). Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation. PLoS Computational Biology. 5(11). e1000577–e1000577. 53 indexed citations
13.
Onken, Arno, Steffen Grünewälder, Matthias H. Munk, & Klaus Obermayer. (2008). Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. Lancaster EPrints (Lancaster University). 21. 1233–1240. 4 indexed citations
14.
Grünewälder, Steffen, Sepp Hochreiter, & Klaus Obermayer. (2007). Optimality of LSTD and its Relation to MC. 338–343. 1 indexed citations

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.

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