Roman Garnett

65 papers and 1.3k indexed citations i.

About

Roman Garnett is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Management Science and Operations Research. According to data from OpenAlex, Roman Garnett has authored 65 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Artificial Intelligence, 13 papers in Computational Theory and Mathematics and 12 papers in Management Science and Operations Research. Recurrent topics in Roman Garnett’s work include Gaussian Processes and Bayesian Inference (19 papers), Machine Learning and Algorithms (14 papers) and Advanced Bandit Algorithms Research (8 papers). Roman Garnett is often cited by papers focused on Gaussian Processes and Bayesian Inference (19 papers), Machine Learning and Algorithms (14 papers) and Advanced Bandit Algorithms Research (8 papers). Roman Garnett collaborates with scholars based in United States, United Kingdom and Germany. Roman Garnett's co-authors include Wenjie He, Charles K. Chui, Michael A. Osborne, Stephen Roberts, Kristian Kersting, Simeon Bird, Marion Neumann, Richard P. Mann, Christian Bauckhage and N. Justin Marshall and has published in prestigious journals such as Journal of Biological Chemistry, The Journal of Chemical Physics and PLoS ONE.

In The Last Decade

Co-authorship network of co-authors of Roman Garnett i

Fields of papers citing papers by Roman Garnett

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Roman Garnett

Since Specialization
Citations

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

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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