Stephen Roberts

19.1k total citations · 2 hit papers
315 papers, 11.5k citations indexed

About

Stephen Roberts is a scholar working on Artificial Intelligence, Signal Processing and Ecology. According to data from OpenAlex, Stephen Roberts has authored 315 papers receiving a total of 11.5k indexed citations (citations by other indexed papers that have themselves been cited), including 131 papers in Artificial Intelligence, 41 papers in Signal Processing and 36 papers in Ecology. Recurrent topics in Stephen Roberts's work include Gaussian Processes and Bayesian Inference (49 papers), Neural Networks and Applications (33 papers) and Fault Detection and Control Systems (27 papers). Stephen Roberts is often cited by papers focused on Gaussian Processes and Bayesian Inference (49 papers), Neural Networks and Applications (33 papers) and Fault Detection and Control Systems (27 papers). Stephen Roberts collaborates with scholars based in United Kingdom, United States and South Africa. Stephen Roberts's co-authors include W.D. Penny, Jon F. Harrison, Iead Rezek, Michael A. Osborne, Lionel Tarassenko, S. Aigrain, Steven Reece, Mark Ebden, Ioannis Psorakis and Michelle M. Elekonich and has published in prestigious journals such as Science, Proceedings of the National Academy of Sciences and SHILAP Revista de lepidopterología.

In The Last Decade

Stephen Roberts

303 papers receiving 10.8k citations

Hit Papers

Veterinary Obstetrics And Genital Diseases 1971 2026 1989 2007 1971 2013 100 200 300 400

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Stephen Roberts United Kingdom 60 2.4k 1.6k 1.5k 1.5k 1.4k 315 11.5k
Robert E. Kass United States 50 4.3k 1.8× 967 0.6× 2.1k 1.4× 4.8k 3.3× 982 0.7× 158 23.8k
James A. Yorke United States 94 2.5k 1.0× 419 0.3× 2.2k 1.5× 1.6k 1.1× 736 0.5× 370 38.5k
Anders Krogh Denmark 59 3.9k 1.6× 737 0.5× 3.5k 2.3× 583 0.4× 3.7k 2.7× 134 34.5k
Uri Alon Israel 74 2.4k 1.0× 586 0.4× 6.6k 4.3× 1.7k 1.2× 1.0k 0.7× 232 35.5k
George Sugihara United States 50 843 0.4× 1.7k 1.1× 1.2k 0.8× 940 0.6× 4.7k 3.4× 109 16.8k
William Stafford Noble United States 80 2.2k 0.9× 372 0.2× 4.3k 2.8× 392 0.3× 1.3k 0.9× 313 41.3k
Bernard W. Silverman United Kingdom 45 2.7k 1.2× 345 0.2× 736 0.5× 586 0.4× 991 0.7× 104 15.6k
Geoffrey S. Watson United States 21 829 0.3× 1.0k 0.7× 500 0.3× 912 0.6× 1.4k 1.0× 50 7.7k
Marcus A. Brubaker Canada 19 980 0.4× 318 0.2× 785 0.5× 639 0.4× 957 0.7× 52 11.7k
Hans‐Georg Müller United States 50 2.8k 1.2× 397 0.3× 635 0.4× 345 0.2× 455 0.3× 244 14.1k

Countries citing papers authored by Stephen Roberts

Since Specialization
Citations

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

Fields of papers citing papers by Stephen Roberts

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stephen Roberts

This figure shows the co-authorship network connecting the top 25 collaborators of Stephen Roberts. A scholar is included among the top collaborators of Stephen Roberts 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 Stephen Roberts. Stephen Roberts is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Hahn, Andreas, Heinrich Garn, Markus Waser, et al.. (2025). Standardized low-resolution brain electromagnetic tomography does not improve EEG Alzheimer's disease assessment. NeuroImage. 310. 121144–121144.
2.
Roberts, Stephen, et al.. (2024). Deep Learning for Options Trading: An End-To-End Approach. 487–495. 1 indexed citations
3.
Hatfield, Peter, Ibrahim Almosallam, M. J. Jarvis, et al.. (2020). Augmenting machine learning photometric redshifts with Gaussian mixture models. Monthly Notices of the Royal Astronomical Society. 498(4). 5498–5510. 10 indexed citations
4.
Abate, Alessandro, et al.. (2019). Safe Policy Search Using Gaussian Process Models. Adaptive Agents and Multi-Agents Systems. 1565–1573. 6 indexed citations
5.
Hatfield, Peter, S. J. Rose, R. H. H. Scott, et al.. (2019). Using Sparse Gaussian Processes for Predicting Robust Inertial Confinement Fusion Implosion Yields. IEEE Transactions on Plasma Science. 48(1). 14–21. 13 indexed citations
6.
Kiskin, Ivan, et al.. (2018). Bioacoustic detection with wavelet-conditioned convolutional neural networks. Neural Computing and Applications. 32(4). 915–927. 50 indexed citations
7.
Huynh, Trung Dong, Mark Ebden, Joel E. Fischer, Stephen Roberts, & Luc Moreau. (2018). Provenance Network Analytics. Data Mining and Knowledge Discovery. 32(3). 708–735. 11 indexed citations
8.
Osborne, Michael A., et al.. (2018). Equality Constrained Decision Trees: For the Algorithmic Enforcement of Group Fairness.. arXiv (Cornell University). 2 indexed citations
9.
Yang, Min, Charlie Fehl, Wendy A. Offen, et al.. (2018). Functional and informatics analysis enables glycosyltransferase activity prediction. Nature Chemical Biology. 14(12). 1109–1117. 98 indexed citations
10.
Roberts, Stephen. (2017). Weekend admissions and mortality for gastrointestinal disorders across England and Wales: population record linkage studies. British journal of surgery. 1 indexed citations
11.
Calliess, Jan-Peter, et al.. (2012). Towards optimization-based multi-agent collision-avoidance under continuous stochastic dynamics. Cambridge University Engineering Department Publications Database. 1 indexed citations
12.
Osborne, Michael A., Roman Garnett, Stephen Roberts, et al.. (2012). Bayesian Quadrature for Ratios. International Conference on Artificial Intelligence and Statistics. 832–840. 8 indexed citations
13.
Fox, Charles W., Iead Rezek, & Stephen Roberts. (2007). DRUM'N'BAYES: ON-LINE VARIATIONAL INFERENCE FOR BEAT TRACKING AND RHYTHM RECOGNITION. The Journal of the Abraham Lincoln Association. 2 indexed citations
14.
Reece, Steven, Stephen Roberts, Alex Rogers, & Nicholas R. Jennings. (2007). A multi-dimensional trust model for heterogeneous contract observations. ePrints Soton (University of Southampton). 128–135. 15 indexed citations
15.
Roberts, Stephen. (2003). Case fatality rates after hospital admission for stroke. Cronfa (Swansea University). 1 indexed citations
16.
Roberts, Stephen. (2003). Time trends and demography of mortality after fractured neck of femur in an English population, 1968-98. Cronfa (Swansea University). 13 indexed citations
17.
Sykacek, Peter & Stephen Roberts. (2002). Adaptive Classification by Variational Kalman Filtering. Oxford University Research Archive (ORA) (University of Oxford). 15. 753–760. 17 indexed citations
18.
Roberts, Stephen, Chris Holmes, & D. G. T. Denison. (2001). Minimum-entropy data clustering using reversible jump Markov chain Monte Carlo. Lecture notes in computer science. 2130. 103–110. 2 indexed citations
19.
Roberts, Stephen & Lionel Tarassenko. (1992). Analysis of the human EEG using self-organising neural nets. 39(4). 281–2. 3 indexed citations
20.
Roberts, Stephen, et al.. (1978). Two Trapping Systems to Determine Incidence and Duration of Migration of Adult Alfalfa Weevils, Hypera Postica (Coleoptera: Curculionidae). The Great Lakes Entomologist. 11(4). 5. 2 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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