Professional Preparation
- 2022: Docent in Applied Mathematics and Statistics, Uppsala University, Uppsala, Sweden
- 2005-2007: Research Fellow (under P Donnelly and RC Griffiths), University of Oxford, Oxford, UK
- 2005: Ph.D. in Statistics (under R Durrett), Cornell University, Ithaca, USA
- 2003: M.S. in Biometrics (under R Nielsen), Cornell University, Ithaca, USA
- 1999: B.S. in Mathematics and Biology, Minnesota State University, Mankato, USA
Appointments and Awards
- 2019 Jan - : Associate Professor (Universitetslektor) of Mathematics with specialization in Data Science, Department of Mathematics, Uppsala University, Uppsala, Sweden
- 2020 Feb - : Senior Researcher, Data Scientist, Combient Mix AB, Stockholm, Sweden
- 2019 Jan - 2020 Feb: Principal Data Scientist, Combient AB, Stockholm, Sweden and Founding Coordinator of C3δεΣ, Combient Competence Centre for Data Engineering Sciences, Department of Mathematics, Uppsala University, Uppsala, Sweden.
- 2019-2020: Principal investigator on research project titled Mobile Phone Data for Society and Privacy for the Individual: From the Conflict to a Synergy in Transport Flows Analysis, Research Center for Cyber Security at Tel Aviv University established by the State of Israel, the Prime Minister's Office and Tel-Aviv University
- 2017 Jan - 2018 Dec: Researcher in Applied Mathematics and Statistics, Department of Mathematics, Uppsala University, Uppsala, Sweden
- 2017 Apr - 2018 Dec: Data Science Consultant, Combient AB, Stockholm, Sweden
- 2016 - 2017: Chief Analytics Officer and Co-founder, WebIntrinsics.io, Christchurch, New Zealand
- 2016 Nov - Dec: Invited Professor, Research Chair in Mathematical Models of Biodiversity held by Veolia Environnement, French National Museum of Natural History, Paris and Centre for Mathematics and its Applications, Ecole Polytechnique, Palaiseau, France
- 2012 - 2016: Senior Lecturer, School of Mathematics and Statistics, University of Canterbury, NZ
- 2016 Jul - Aug: CORCON Gästforskare, Matematiska institutionen, Stockholms Universitet, Stockholm, Sweden
- 2015 Sep: CORCON Gästforskare, Matematiska institutionen, Stockholms Universitet, Stockholm, Sweden
- 2015 Jul - Dec: Principal Data Scientist with Wynyard Group's Research and Development Team (on academic leave)
- 2015 Jan - Jun: Intelligent Systems Specialist with Wynyard Group's Research and Development Team (on academic leave)
- 2014 - 2017: One of four core constituents of a full partner institution on the project CORCON: Correctness by Construction, Seventh Framework Programme of the European Union, Marie Curie Actions-People, International Research Staff Exchange Scheme
- 2014: Visiting Scholar, Department of Mathematics, Cornell University, Ithaca, NY, USA
- 2013: Erskine Fellow, Department of Statistics, University of Oxford, Oxford, UK
- 2013: Invited Professor, Research Chair in Mathematical Models of Biodiversity held by Veolia Environnement, French National Museum of Natural History, Paris and Centre for Mathematics and its Applications, Ecole Polytechnique, Palaiseau, France
- 2007 - 2012: Lecturer, Department of Mathematics and Statistics, University of Canterbury, NZ
- 2012: Visiting Scientist, Theor. Stats and Maths Division, Indian Statistical Institute, Bangalore, India
- 2010: Visiting Scientist, Theor. Stats and Maths Division, Indian Statistical Institute, Bangalore, India
- 2010: Visiting Faculty, Chennai Mathematical Institute, Chennai, India
- 2005 - 2007: Research Fellow of the Royal Commission for the Exhibition of 1851, UK
- 2005: Postdoctoral Associate, Department of Mathematics, Cornell University, USA
- 2001 - 2003: US NSF Graduate Traineeship in Complex Nonlinear Systems, USA
- 2001: Honorary Research Assistant, Galton Laboratory, University College London, UK
- 1999: Summa cum laude, Minnesota State University, Mankato, USA
- 1991 - 1994: Count Folke Bernadotte Memorial Scholar, Gustavus Adolphus College, St.Peter, MN, USA
- 1990: Junior Scientist of South India, South India Science Fair, Anantpur A.P., India
Selected Publications by Field
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Computer Arithmetic and Computer-Aided Proofs in Statistics and Simulation
- An Auto-validating Rejection Sampler for Differentiable Arithmetical Expressions: Posterior Sampling of Phylogenetic Quartets, Raazesh Sainudiin, In Martine Ceberio and Vladik Kreinovich (Eds.), Constraint Programming and Decision Making (Studies in Computational Intelligence), Springer Verlag, Berlin, Heidelberg, pp. 143-152, 2014 (PDF 400KB)
- An auto-validating, trans-dimensional, universal rejection sampler for locally Lipschitz arithmetical expressions, Raazesh Sainudiin and Thomas York, Reliable Computing, vol.18, pp.15-54, 2013 (PDF 2612KB)
- There and Back Again: Split and Prune to Tighten, Raazesh Sainudiin, Jennifer Harlow and Warwick Tucker, Proceedings of the 2013 IEEE International Conference on Fuzzy Systems, 7 pages, 7-10 July, 2013 (PDF 512KB)
- A Rigorous Extension of the Schönhage-Strassen Integer Multiplication Algorithm Using Complex Interval Arithmetic, Raazesh Sainudiin and Thomas Steinke, Reliable Computing, vol. 18, pp. 97-116, 2013 (PDF 340KB)
- Mapped Regular Pavings, Jennifer Harlow, Raazesh Sainudiin and Warwick Tucker, Reliable Computing, vol. 16, pp. 252-282, 2012 (PDF 972KB)
- Applications of interval methods to phylogenetics, Raazesh Sainudiin and Ruriko Yoshida, In L. Pachter and B. Sturmfels (Eds.), Algebraic Statistics for Computational Biology, Cambridge University Press, 2005
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Computational Nonparametric Statistics
- Scalable Multivariate Histograms, Raazesh Sainudiin, Warwick Tucker and Tilo Wiklund, 2020. https://arxiv.org/abs/2012.14847.
- Minimum distance histograms with universal performance guarantees, Raazesh Sainudiin and Gloria Teng, Japanese Journal of Statistics and Data Science, 2019. https://doi.org/10.1007/s42081-019-00054-y
- Posterior expectation of regularly paved random histograms, Raazesh Sainudiin, Gloria Teng, Jennifer Harlow and Dominic Lee, ACM Trans. Model. Comput. Simul. 23, 1, Article 6, 20 pages (Special Issue on Monte Carlo Methods in Statistics), 2013 (PDF 1864KB)
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Privacy in Models of Human Mobility
- Swapping trajectories with a sufficient sanitizer, Julián Salas, David Megías, Vicenç Torra, MarinaToger, Joel Dahne and Raazesh Sainudiin, Pattern Recognition Letters, Vol. 131, 474-480, 2020. https://doi.org/10.1016/j.patrec.2020.02.011.
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Scalable Data Science and Distributed Machine Learning
- Statistical Hypothesis Testing and Modelling of Peoples’ Power: A Causal Study of the #BlackLivesMatter Movement via Hawkes Processes on Social and Mass Media, Alfred Lindström, Simon Lindgren and Raazesh Sainudiin. In: Gusikhin, O., Hammoudi, S., Cuzzocrea, A. (eds) Data Management Technologies and Applications. DATA 2023. Communications in Computer and Information Science, vol 2105. Springer, Cham., 2024. https://doi-org.ezproxy.its.uu.se/10.1007/978-3-031-68919-2_5 [Preprint (1.2MB)]
- Hawkes Processes on Social and Mass Media: A Causal Study of the #BlackLivesMatter Movement in the Summer of 2020. Alfred Lindström, Simon Lindgren and Raazesh Sainudiin. In Proceedings of the 12th International Conference on Data Science, Technology and Applications - DATA; ISBN 978-989-758-664-4; ISSN 2184-285X, SciTePress, pages 77-88. DOI: 10.5220/0012089500003541, 2023 (preprint as PDF 825KB)
- ScaDaMaLe: Scalable Data Science and Distributed Machine Learning, An Open Executible Book. Edited by Raazesh Sainudiin, https://lamastex.github.io/ScaDaMaLe/, 2021
- Detecting Slag Formations with Deep Convolutional Neural Networks, von Koch Christian, Anzén William, Fischer Max, Sainudiin Raazesh. In: Bauckhage C., Gall J., Schwing A. (eds) Pattern Recognition. DAGM GCPR 2021. Lecture Notes in Computer Science, vol 13024. Springer, Cham. https://doi.org/10.1007/978-3-030-92659-5_36 (PDF 2378KB, video).
- Distributed training and scalability for the particle clustering method UCluster, Olga Sunneborn Gudnadottir, Daniel Gedon, Colin Desmarais, Karl Bengtsson Bernander, Raazesh Sainudiin and Rebeca Gonzalez Suarez, Proceedings of the 25t International Conference on Computing in High Energy and Nuclear Physics (CHEP), EPJ Web of Conferences, Volume 251, 2021, Article Number 02054, 8 pages, DOI: doi.org/10.1051/epjconf/202125102054, arXiv:2109.00264 [hep-ex]
- Scalable Data Science - 2.2 from Atlantis, Dan Lilja, Raazesh Sainudiin and Tilo Wiklund, Published by GitBook https://lamastex.gitbooks.io/sds-2-2/, (~1200 pages), 2018.
- Scalable Data Science - 1.x from Middle Earth, Raazesh Sainudiin and Sivanand Sivaram, Published by GitBook https://www.gitbook.com/book/lamastex/scalable-data-science/details, 791 pages, 24th July 2017.
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Mathematical and Statistical Education
- Extending Galton’s Binomial Quincunx to the Trinomial Septcunx, Jennifer Harlow, Bry Ashman and Raazesh Sainudiin, Technology Innovations in Statistics Education, 3(2), 2009
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Mathematical and Statistical Epidemiology
- The Transmission Process: A Combinatorial Stochastic Process for the Evolution of Transmission Trees over Networks, Raazesh Sainudiin and David Welch, Journal of Theoretical Biology, Volume 410, Pages 137–170, 10.1016/j.jtbi.2016.07.038, 2016. See research project: Meme Evolution Programme
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Mathematical and Statistical Physics
- A nonlinear dynamical system approach for the yielding behaviour of a viscoplastic fluid, Teodor Burghelea, Miguel Moyers-Gonzalez and Raazesh Sainudiin, Soft Matter, 13, 2024-2039, 10.1039/C6SM02361D, 2017
- A microscopic Gibbs field model for the macroscopic yielding behavior of a viscoplastic fluid, Raazesh Sainudiin, Miguel Moyers-Gonzalez and Teodor Burghelea, Soft Matter,11, 5531-5545, 10.1039/C5SM00857C, 2015
- A Microscopic Gibbs Field Model for the Macroscopic Behavior of a Viscoplastic Fluid, Raazesh Sainudiin, Miguel Moyers-Gonzalez and Teodor Burghelea, Research Report UCDMS2014/1, 17 pages, 2014 (PDF 5.6MB)
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Mathematical and Statistical Population Genetics
- Full Likelihood Inference from the Site Frequency Spectrum based on the Optimal Tree Resolution, Raazesh Sainudiin and Amandine Véber, Theoretical Population Biology, 2018, https://doi.org/10.1016/j.tpb.2018.07.002 (PDF 676KB)
- Ancestries of a Recombining Diploid Population, Raazesh Sainudiin, Bhalchandra Thatte, and Amandine Véber, Journal of Mathematical Biology, 46 pages, 2015 (preprint PDF 436KB). The final publication is available at Springer via 10.1007/s00285-015-0886-z
- Finding the best resolution for the Kingman-Tajima coalescent: theory and applications, Raazesh Sainudiin, Tanja Stadler and Amandine Véber, Journal of Mathematical Biology, Volume 70, Issue 6, pp 1207-1247, 2015 (preprint PDF 384KB). The final publication is available at Springer via 10.1007/s00285-014-0796-5
- Experiments with the Site Frequency Spectrum, Raazesh Sainudiin, Kevin Thornton, Jennifer Harlow, James Booth, Michael Stillman, Ruriko Yoshida, Robert Griffiths, Gilean McVean and Peter Donnelly, Bulletin of Mathematical Biology (Special Inaugural Issue in Algebraic Biology), Volume 73, Number 4, 829-872. DOI: 10.1007/s11538-010-9605-5, 2011 (AMS review)
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Mathematical and Statistical Programming
- MRS 2.0: A C++ Class Library for Statistical Set Processing and Computer-Aided Proofs in Statistics (Version 2.0) [Software], Jennifer Harlow, Raazesh Sainudiin, Gloria Teng, Warwick Tucker and Thomas York, Available from https://github.com/lamastex/mrs2, 2017
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Mathematical Art and History of Indian Combinatorics
- Pingala’s Fountain, R. Sainudiin, R. Sridharan, M. D. Srinivas, K. Yogeeswaran, Ganita Bharati: Bulletin of the Indian Society for History of Mathematics, Vol. 35, No. 1-2, pp. 117-123, 2013 (PDF 16MB)
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Applications in Biology (Population Genetics and Molecular Evolution)
- A Beta-Splitting Model for Evolutionary Trees, Raazesh Sainudiin and Amandine Véber, Royal Society Open Science 3: 160016, 2016
- Human-assisted spread of maladaptive behavior in a critically endangered bird, Melanie Massaro, Raazesh Sainudiin, Don Merton, James V. Briskie, Anthony M. Poole and Marie L. Hale, PLoS ONE 8(12): e79066 DOI: 10.1371/journal.pone.0079066, 2013 (PDF of preprint 6712KB, In News: National Geographic Online, Audobon Magazine, New Scientist .)
- Detecting site-specific physicochemical selective pressures: applications to the class-I HLA of the human major histocompatibility complex and the SRK of the plant sporophytic self-incompatibility system, Raazesh Sainudiin, Wendy Shuk Wan Wong, Krithika Yogeeswaran, June Nasrallah, Ziheng Yang and Rasmus Nielsen, Journal of Molecular Evolution 60: 315-326, 2005
- Microsatellite mutation models: insights from a comparison of humans and chimpanzees, Raazesh Sainudiin, Richard T. Durrett, Charles Aquadro and Rasmus Nielsen, Genetics 168: 383-395, 2004
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Applications in Civil Engineering (Air-traffic Computing)
- Statistical regular pavings to analyze massive data of aircraft trajectories, Gloria Teng, Kenneth Kuhn and Raazesh Sainudiin, Journal of Aerospace Computing, Information, and Communication, Vol. 9, No. 1, pp. 14-25, doi: 10.2514/1.I010015, 2012 (PS 31MB or lossy PDF 2.9MB or zipped 26 PNG pages)
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Applications in Mechanical Engineering (Gas-turbine identification and control)
- Modeling and Simulation of the Transient Behavior of an Industrial Power Plant Gas Turbine, Asgari. H., Venturini. M., Chen. X.Q., and Sainudiin, R., Journal of Engineering for Gas Turbines and Power, 136(6), 061601, 2014 (In News)
- Artificial Neural Network Based System Identification for a Single-Shaft Gas Turbine, Hamid Asgari, XiaoQi Chen, Mohammad B. Menhaj and Raazesh Sainudiin, Journal of Engineering for Gas Turbines and Power, 135(9), 092601, 2013
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Applications in Natural Language Processing (Word sense disambiguation)
- An Iterative `Sudoku Style' Approach to Subgraph-based Word Sense Disambiguation, Steve L. Manion and Raazesh Sainudiin, Proceedings of the Third Joint Conference on Lexical and Computational Semantics, *SEM 2014, Dublin, Ireland, August 23-24, 11 pages, 2014 (PDF 328 KB)
- DAEBAK!: Peripheral Diversity for Multilingual Word Sense Disambiguation, Steve Manion and Raazesh Sainudiin, Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), in conjunction with the Second Joint Conference on Lexical and Computational Semantics (*SEM 2013), 5 pages, 2013 (PDF 196KB)
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Applications in Studies of Terrorist/Extremist/Hate Groups
- Rejecting the Null Hypothesis of Apathetic Retweeting of US Politicians and SPLC-defined Hate Groups in the 2016 US Presidential Election, Raazesh Sainudiin, Kumar Yogeeswaran, Kyle Nash and Rania Sahioun, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, August 28-31, 2018, DOI: 10.1109/ASONAM.2018.8508555 (or PDF 136KB)
- Terrorist Attacks Escalate in Frequency and Fatalities Preceeding Highly Lethal Attacks, Andy Martens, Raazesh Sainudiin, Chris G. Sibley, Jeff Schimel and David Webber, PLoS ONE 9(4): e93732. doi:10.1371/journal.pone.0093732, 2014
Details
See current list of over 50 publications or unmaintained Google Scholar.
See current list of nearly 90 research talks.
Service
- Contributor of several coding projects at https://github.com/lamastex.
- Reviewer for the following journals and funding agencies:
- Annals of Applied Probability, journal of the Institute for Mathematical Statistics
- Automatica, journal of the International Federation of Automatic Control
- Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology
- Computational Statistics and Data Analysis, the official journal of the International Association of Statistical Computing
- Genetics, published by The Genetics Society of America
- German-Israeli Foundation for Scientific Research and Development
- IEEE/ACM Transactions on Computational Biology and Bioinformatics
- Journal of American Statistical Association
- Journal of Applied Probability, an international journal published by the Applied Probability Trust
- Journal of Digital Social Research
- Journal of Logic and Analysis, officially sponsored journal of the Association for Symbolic Logic
- Journal of Molecular Evolution
- Mathematical Reviews (American Mathematical Society)
- Molecular Biology and Evolution, journal of the Society for Molecular Biology and Evolution
- PLOS Genetics, a journal of the Public Library of Science
- Theoretical Population Biology
- Organizer of the following events:
- Academia-Industry Joint Workshop on Introduction to Privacy-Aware Decisions, April 23 2019, Uppsala, Sweden.
- Founding organizer of Uppsala Big Data Meetup March 2017 - Present
- Interval Analysis and Constructive Mathematics (16w5099) 5-Day-Workshop,Casa Matemática Oaxaca (CMO) in Mexico, November 13-18, 2016
- Founding organizer of Christchurch Apache Spark (Big Data) Meetup February - August 2016
- Graduate Special Topics in Biometry and Statistics, Cornell University, Ithaca NY, USA, 12 September - 14 November 2014 (LifeNetworks2014)
- Intervals, Pavings and Applications, Uppsala, Sweden, 15-17 October 2012 (IPA2012)
- Algebraic Biology, Cass, NZ, Saturday 4th February - Friday 10th February, 2012 (ABaCass2012)
- Constructive Mathematics, Westport, NZ, Thursday 26th January - Saturday 28th January, 2012 (ConstruMathSouth2012)
- Primers at University of Canterbury
- Coordinator of a Numb3rs Learning Community and Laboratory for Mathematical Statistical Experiments.
Industrial Contracts
- "Consulting on technical and non-technical aspects of various Data Science Processes" for Combient AB, Stockholm, Sweden, 2017 (confidential)
- "Nonparametric Self-Exciting Space-Time Point Process Model for Crime Risk Prediction", Raazesh Sainudiin, Statistical Consulting for Wynyard Group, Christchurch, NZ, UC Contract Number 14-02-007, 2014 (confidential)
- "Intelligent Bidding Systems (Collaborative Filtering)", Raazesh Sainudiin (with Kourosh Neshantian), Ministry of Business Innovation and Employment (two year-long Capability Fellowships), Consulting for adScale Laboratories, Christchurch, NZ, UC Contract Numbers E6075 and E6076, 2013-2014
- "Imputation Variance Estimation for Statistics New Zealand's Accommodation Occupancy Survey", Raazesh Sainudiin and Richard Penny, Statistical Consulting Report Prepared for The New Zealand Ministry of Tourism, Resource Centre 36, Sub-Project 5050300, p. 1-25, 2009 (PDF 936KB)