Alexander Gammerman
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Alexander Gammerman | |
---|---|
Born | 2 November 1944 |
Nationality | British |
Alma mater | Saint Petersburg State University Russia |
Known for | Conformal prediction |
Scientific career | |
Fields | Machine learning Statistics |
Institutions | Royal Holloway, University of London |
Alexander Gammerman is a Russian computer scientist, and professor at Royal Holloway University of London. He is the co-inventor of conformal prediction. He is the founding director of the Centre for Machine Learning at Royal Holloway, University of London, and a Fellow of the Royal Statistical Society.
Career
Gammerman's academic career has been pursued in two countries: Russia and the United Kingdom. He started working as a Research Fellow in the Agrophysical Research Institute, St. Petersburg. By the late 1980s, he emigrated to the United Kingdom and was appointed as a lecturer in the Computer Science Department at Heriot-Watt University, Edinburgh. Together with Roger Thatcher, Gammerman published several articles on Bayesian inference.[1] He was appointed to the established chair in Computer Science at University of London tenable at Royal Holloway and Bedford New College, where he served as the Head of Computer Science department from 1995 to 2005. In 1998, the Centre for Reliable Machine Learning was established, and Gammerman became the first director of the centre.
Gammerman has published 7 books, more than 150 research papers, and has an estimated h-index of 34.[2]
Honours and awards
In 1996, Gammerman received the P.W. Allen Award from the Forensic Science Society.[3] In 2006, he became a Honorary Professor, at University College London. In 2009, he became a Distinguished Professor at Complutense University de Madrid, Spain. In 2019, he received a research grant funded by the energy company Centrica about predicting the time to the next failure of equipment.[4] In 2020, he received the Amazon Research Award for the project titled Conformal Martingales for Change-Point Detection[5][6][7]
Selected books
- Measures of Complexity (2016), Springer, ISBN 3319357786.
- Algorithmic Learning in a Random World (2005), Springer, ISBN 0387001522.
- Causal Models and Intelligent Data Management (1999), Springer, ISBN 978-3-642-58648-4.
- Probabilistic Reasoning and Bayesian Belief Networks (1998), Nelson Thornes Ltd, ISBN 1872474268.
- Computational Learning and Probabilistic Reasoning (1996), Wiley, ISBN 0471962791.
References
- ^ Golumbic, Martin Charles (1990). Golumbic, Martin Charles (ed.). Advances in Artificial Intelligence. New York, NY: Springer-Verlag. pp. 182–218. doi:10.1007/978-1-4613-9052-7. hdl:10366/135195. ISBN 978-1-4613-9054-1. S2CID 41996809.
- ^ "Gammerman's Google Scholar Page". Google Scholar. 2020. Retrieved 22 September 2020.
- ^ "Winners of the PW Allen Award". The Chartered Society of Forensic Sciences. 2020. Retrieved 21 September 2020.
- ^ "Centrica research grant awarded for Prof. Alex Gammerman". Royal Holloway University of London. 2019. Retrieved 27 September 2020.
- ^ "Recipients of the 2019 Amazon Research Awards announced". Amazon. 2020. Retrieved 21 September 2020.
- ^ "Amazon Research Award for Prof. Alex Gammerman". Royal Holloway University of London. 2020. Retrieved 22 September 2020.
- ^ "2019 Amazon Research Award recipient". Amazon. 2020. Retrieved 21 February 2021.
External links
- Living people
- Machine learning researchers
- Soviet computer scientists
- Soviet mathematicians
- British mathematicians
- British computer scientists
- Academics of Royal Holloway, University of London
- Soviet emigrants to the United Kingdom
- Fellows of the Royal Statistical Society
- Artificial intelligence researchers
- 1949 births
- Academics of Heriot-Watt University