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Kwiatkowska’s research develops models and analysis methods for complex systems, as found in computer networks, biological organisms and electronic devices.<ref>{{Cite journal|last=Heath|first=John|last2=Kwiatkowska|first2=Marta|last3=Norman|first3=Gethin|last4=Parker|first4=David|last5=Tymchyshyn|first5=Oksana|date=2008|title=Probabilistic model checking of complex biological pathways|url=http://dx.doi.org/10.1016/j.tcs.2007.11.013|journal=Theoretical Computer Science|volume=391|issue=3|pages=239–257|doi=10.1016/j.tcs.2007.11.013|issn=0304-3975|via=}}</ref><ref>{{Citation|last=Huang|first=Xiaowei|title=Safety Verification of Deep Neural Networks|date=2017|url=http://dx.doi.org/10.1007/978-3-319-63387-9_1|work=Computer Aided Verification|pages=3–29|place=Cham|publisher=Springer International Publishing|isbn=978-3-319-63386-2|access-date=2021-02-09|last2=Kwiatkowska|first2=Marta|last3=Wang|first3=Sen|last4=Wu|first4=Min}}</ref><ref>{{Cite journal|last=Duflot|first=Marie|last2=Kwiatkowska|first2=Marta|last3=Norman|first3=Gethin|last4=Parker|first4=David|date=2006-07-05|title=A formal analysis of bluetooth device discovery|url=http://dx.doi.org/10.1007/s10009-006-0014-x|journal=International Journal on Software Tools for Technology Transfer|volume=8|issue=6|pages=621–632|doi=10.1007/s10009-006-0014-x|issn=1433-2779}}</ref> Kwiatkowska led development of the [[PRISM model checker|PRISM]] probabilistic [[Model checking|model checker]]<ref name=":0" /><ref>{{Cite web|title=PRISM - Probabilistic Symbolic Model Checker|url=https://www.prismmodelchecker.org/|access-date=2021-02-09|website=www.prismmodelchecker.org}}</ref>; PRISM has been downloaded over 79,000 times and there are over 400 papers by external research teams using PRISM (as at January 2021).<ref>{{Cite web|title=prismmodelchecker.org|url=http://www.prismmodelchecker.org/download.php|url-status=live|access-date=2021-02-09|website=www.prismmodelchecker.org}}</ref><ref>{{Cite web|last=|first=|date=|title=External PRISM Bibliography|url=http://www.prismmodelchecker.org/bib-ext.php?sort=date|url-status=live|archive-url=|archive-date=|access-date=9 February 2021|website=PRISM Model Checker}}</ref>
Kwiatkowska’s research develops models and analysis methods for complex systems, as found in computer networks, biological organisms and electronic devices.<ref>{{Cite journal|last=Heath|first=John|last2=Kwiatkowska|first2=Marta|last3=Norman|first3=Gethin|last4=Parker|first4=David|last5=Tymchyshyn|first5=Oksana|date=2008|title=Probabilistic model checking of complex biological pathways|url=http://dx.doi.org/10.1016/j.tcs.2007.11.013|journal=Theoretical Computer Science|volume=391|issue=3|pages=239–257|doi=10.1016/j.tcs.2007.11.013|issn=0304-3975|via=}}</ref><ref>{{Citation|last=Huang|first=Xiaowei|title=Safety Verification of Deep Neural Networks|date=2017|url=http://dx.doi.org/10.1007/978-3-319-63387-9_1|work=Computer Aided Verification|pages=3–29|place=Cham|publisher=Springer International Publishing|isbn=978-3-319-63386-2|access-date=2021-02-09|last2=Kwiatkowska|first2=Marta|last3=Wang|first3=Sen|last4=Wu|first4=Min}}</ref><ref>{{Cite journal|last=Duflot|first=Marie|last2=Kwiatkowska|first2=Marta|last3=Norman|first3=Gethin|last4=Parker|first4=David|date=2006-07-05|title=A formal analysis of bluetooth device discovery|url=http://dx.doi.org/10.1007/s10009-006-0014-x|journal=International Journal on Software Tools for Technology Transfer|volume=8|issue=6|pages=621–632|doi=10.1007/s10009-006-0014-x|issn=1433-2779}}</ref> Kwiatkowska led development of the [[PRISM model checker|PRISM]] probabilistic [[Model checking|model checker]]<ref name=":0" /><ref>{{Cite web|title=PRISM - Probabilistic Symbolic Model Checker|url=https://www.prismmodelchecker.org/|access-date=2021-02-09|website=www.prismmodelchecker.org}}</ref>; PRISM has been downloaded over 79,000 times and there are over 400 papers by external research teams using PRISM (as at January 2021).<ref>{{Cite web|title=prismmodelchecker.org|url=http://www.prismmodelchecker.org/download.php|url-status=live|access-date=2021-02-09|website=www.prismmodelchecker.org}}</ref><ref>{{Cite web|last=|first=|date=|title=External PRISM Bibliography|url=http://www.prismmodelchecker.org/bib-ext.php?sort=date|url-status=live|archive-url=|archive-date=|access-date=9 February 2021|website=PRISM Model Checker}}</ref>


Instrumental in the development of probabilistic and quantitative methods in verification on the international scene, Kwiatkowska’s recent work incorporates synthesis from quantitative specifications with a focus on safety and robustness for machine learning and AI.<ref name=":0" /><ref>{{Cite journal|last=Wu|first=Min|last2=Kwiatkowska|first2=Marta|date=June 2020|title=Robustness Guarantees for Deep Neural Networks on Videos|url=http://dx.doi.org/10.1109/cvpr42600.2020.00039|journal=2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|publisher=IEEE|doi=10.1109/cvpr42600.2020.00039|isbn=978-1-7281-7168-5|arxiv=1907.00098}}</ref> A member of the [https://gpai.ai/ Global Partnership on Artificial Intelligence] (GPAI) 'Responsible AI Working Group', and the [[Royal Society|Royal Society's]] 'Digital Technology and the Planet Working Group', Kwiatkowska advocates responsible adoption of trustworthy AI.<ref>{{Cite web|title=Responsible AI - GPAI|url=https://gpai.ai/projects/responsible-ai/|access-date=2021-02-11|website=gpai.ai|language=en}}</ref><ref>{{Cite web|title=Digital technology and the planet {{!}} Royal Society|url=https://royalsociety.org/topics-policy/projects/digital-technology-and-the-planet/|access-date=2021-02-11|website=royalsociety.org|language=en-gb}}</ref>
Instrumental in the development of probabilistic and quantitative methods in verification on the international scene, Kwiatkowska’s recent work incorporates synthesis from quantitative specifications with a focus on safety and robustness for machine learning and AI.<ref name=":0" /><ref>{{Cite journal|last=Wu|first=Min|last2=Kwiatkowska|first2=Marta|date=June 2020|title=Robustness Guarantees for Deep Neural Networks on Videos|url=http://dx.doi.org/10.1109/cvpr42600.2020.00039|journal=2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|publisher=IEEE|doi=10.1109/cvpr42600.2020.00039|isbn=978-1-7281-7168-5|arxiv=1907.00098}}</ref> A member of the [[Global Partnership on Artificial Intelligence]] (GPAI) 'Responsible AI Working Group', and the [[Royal Society|Royal Society's]] 'Digital Technology and the Planet Working Group', Kwiatkowska advocates responsible adoption of trustworthy AI.<ref>{{Cite web|title=Responsible AI - GPAI|url=https://gpai.ai/projects/responsible-ai/|access-date=2021-02-11|website=gpai.ai|language=en}}</ref><ref>{{Cite web|title=Digital technology and the planet {{!}} Royal Society|url=https://royalsociety.org/topics-policy/projects/digital-technology-and-the-planet/|access-date=2021-02-11|website=royalsociety.org|language=en-gb}}</ref>


As a senior member of [https://www.cs.ox.ac.uk/societies/women/ OxWoCS]<ref>{{Cite web|title=OxWoCS Committee|url=https://www.cs.ox.ac.uk/societies/women/committee.html|access-date=2021-02-15|website=www.cs.ox.ac.uk}}</ref>, contributor to the [https://womenintechsummit.pl/ Perspektywy Women in Tech Summit] and adviser to the [https://www.suffragescience.org/ Suffrage Science Award] (2016)<ref>{{Cite web|last=9011747|title=Suffrage Science Maths and Computing 2016|url=https://issuu.com/mrccsc/docs/suffrage_science_maths_and_computin|access-date=2021-02-15|website=Issuu|language=en}}</ref>, Kwiatkowska encourages women to pursue careers in science.
As a senior member of [https://www.cs.ox.ac.uk/societies/women/ OxWoCS]<ref>{{Cite web|title=OxWoCS Committee|url=https://www.cs.ox.ac.uk/societies/women/committee.html|access-date=2021-02-15|website=www.cs.ox.ac.uk}}</ref>, contributor to the [https://womenintechsummit.pl/ Perspektywy Women in Tech Summit] and adviser to the [https://www.suffragescience.org/ Suffrage Science Award] (2016)<ref>{{Cite web|last=9011747|title=Suffrage Science Maths and Computing 2016|url=https://issuu.com/mrccsc/docs/suffrage_science_maths_and_computin|access-date=2021-02-15|website=Issuu|language=en}}</ref>, Kwiatkowska encourages women to pursue careers in science.

Revision as of 18:15, 15 February 2021

Marta Kwiatkowska
FRS MAE
Born
Marta Zofia Kwiatkowska

1957 (age 66–67)[2]
NationalityPolish
CitizenshipBritish
Alma mater
Awards
Scientific career
Fields
Institutions
ThesisFairness for non-interleaving concurrency (1989)
Websitecs.ox.ac.uk/marta.kwiatkowska

Marta Zofia Kwiatkowska FRS MAE is a Polish theoretical computer scientist based in the United Kingdom.[1][2]

Kwiatkowska is Professor of Computing Systems[3] in the Department of Computer Science at the University of Oxford, England,[4] and a Fellow of Trinity College, Oxford.[5] Her research focuses on developing modelling and automated verification techniques for computing systems in order to guarantee safe, secure, reliable, timely and resource-efficient operation.[6][7]

Education

Kwiatkowska received her Bachelor of Science and Master of Science degrees in Computer Science with distinction summa cum laude from Jagiellonian University in Krakow, Poland. She obtained her PhD in Computer Science from the University of Leicester in 1989.[8][9]

Career and research

After obtaining her PhD, Kwiatkowska was assistant professor at Jagiellonian University, Krakow, Poland (1980–1988); research scholar and lecturer in Computer Science at University of Leicester (1984–1994); and lecturer in Computer Science, reader in Semantics for Concurrency, and professor of Computer Science at University of Birmingham (1984–2007). Joining the University of Oxford in 2007, Kwiatkowska was the first female professor in the Department of Computer Science and now heads the Automated Verification research theme.[10]

Kwiatkowska’s research develops models and analysis methods for complex systems, as found in computer networks, biological organisms and electronic devices.[11][12][13] Kwiatkowska led development of the PRISM probabilistic model checker[6][14]; PRISM has been downloaded over 79,000 times and there are over 400 papers by external research teams using PRISM (as at January 2021).[15][16]

Instrumental in the development of probabilistic and quantitative methods in verification on the international scene, Kwiatkowska’s recent work incorporates synthesis from quantitative specifications with a focus on safety and robustness for machine learning and AI.[6][17] A member of the Global Partnership on Artificial Intelligence (GPAI) 'Responsible AI Working Group', and the Royal Society's 'Digital Technology and the Planet Working Group', Kwiatkowska advocates responsible adoption of trustworthy AI.[18][19]

As a senior member of OxWoCS[20], contributor to the Perspektywy Women in Tech Summit and adviser to the Suffrage Science Award (2016)[21], Kwiatkowska encourages women to pursue careers in science.

Kwiatkowska serves on the editorial boards of Information and Computation[22], Formal Methods in System Design[23], Logical Methods in Computer Science[24], Science of Computer Programming[25] and the Royal Society's Open Science.[26]

Current Projects

  • FUN2MODEL: From FUNction-based TO MOdel-based automated probabilistic reasoning for DEep Learning (2019-2024), an European Research Council (ERC) Advanced Grant.
  • Mobile Autonomy: Enabling a Pervasive Technology of the Future (2015–2021), an Engineering and Physical Sciences Research Council (EPSRC) Programme Grant (co-I).

Selected talks and lectures

Awards and honours

  • Fellow of the European Laboratory for Learning and Intelligent Systems (ELLIS Society), 2020.[27]
  • Awarded the BCS Ada Lovelace Medal for 'her research in probabilistic and quantitative verification. Since 2001 she has led the development of the highly influential probabilistic model checker PRISM', 2019.[28]
  • Fellow of the Royal Society, (FRS), 2019.[29][30]
  • Became the first female winner of the Royal Society Milner Award in recognition of ‘her contribution to the theoretical and practical development of stochastic and quantitative model checking’, 2018.[31]
  • Jointly awarded the HVC 2016 Award for her ‘contributions to probabilistic model checking and, more generally, to formal verification’, 2016.[32]

Kwiatkowska was awarded an Honorary Doctorate at the KTH Royal Institute of Technology in 2014, and is Fellow of ACM, Fellow of EATCS, Fellow of the BCS, a member of Academia Europea, and Fellow of Polish Society of Arts & Sciences Abroad.[33][34][35][36]

Personal life

Kwiatkowska lives in Oxford with her husband, with whom she has a daughter.[citation needed]

References

  1. ^ a b Marta Kwiatkowska publications indexed by Google Scholar Edit this at Wikidata
  2. ^ a b Anon (2017). "Kwiatkowskia, Prof. Marta Zofia". Who's Who (online Oxford University Press ed.). Oxford: A & C Black. doi:10.1093/ww/9780199540884.013.U253926. {{cite encyclopedia}}: More than one of |surname= and |author= specified (help); Unknown parameter |othernames= ignored (help) (Subscription or UK public library membership required.) (subscription required)
  3. ^ "Marta Kwiatkowska". Department of Computer Science. Retrieved 9 February 2021.
  4. ^ "Department of Computer Science: Marta Kwiatkowska". Retrieved 28 May 2017.
  5. ^ "Trinity College – Marta Kwiatkowska". Retrieved 4 December 2017.
  6. ^ a b c Kwiatkowska, Marta; Norman, Gethin; Parker, David; Sproston, Jeremy, "Verification of Real-Time Probabilistic Systems", Modeling and Verification of Real-Time Systems, London, UK: ISTE, pp. 249–288, ISBN 978-0-470-61101-2, retrieved 9 February 2021
  7. ^ "Department of Computer Science: Marta Kwiatkowska - Research Overview". www.cs.ox.ac.uk. Retrieved 9 February 2021.
  8. ^ Kwiatkowska, Marta Zofia (1989). Fairness for non-interleaving concurrency. le.ac.uk (PhD thesis). University of Leicester. hdl:2381/8809. EThOS uk.bl.ethos.521489. Free access icon
  9. ^ "Prof. Marta Kwiatkowska – AcademiaNet". Retrieved 4 December 2017.
  10. ^ "Department of Computer Science - research theme: Automated Verification". www.cs.ox.ac.uk. Retrieved 9 February 2021.
  11. ^ Heath, John; Kwiatkowska, Marta; Norman, Gethin; Parker, David; Tymchyshyn, Oksana (2008). "Probabilistic model checking of complex biological pathways". Theoretical Computer Science. 391 (3): 239–257. doi:10.1016/j.tcs.2007.11.013. ISSN 0304-3975.
  12. ^ Huang, Xiaowei; Kwiatkowska, Marta; Wang, Sen; Wu, Min (2017), "Safety Verification of Deep Neural Networks", Computer Aided Verification, Cham: Springer International Publishing, pp. 3–29, ISBN 978-3-319-63386-2, retrieved 9 February 2021
  13. ^ Duflot, Marie; Kwiatkowska, Marta; Norman, Gethin; Parker, David (5 July 2006). "A formal analysis of bluetooth device discovery". International Journal on Software Tools for Technology Transfer. 8 (6): 621–632. doi:10.1007/s10009-006-0014-x. ISSN 1433-2779.
  14. ^ "PRISM - Probabilistic Symbolic Model Checker". www.prismmodelchecker.org. Retrieved 9 February 2021.
  15. ^ "prismmodelchecker.org". www.prismmodelchecker.org. Retrieved 9 February 2021.{{cite web}}: CS1 maint: url-status (link)
  16. ^ "External PRISM Bibliography". PRISM Model Checker. Retrieved 9 February 2021.{{cite web}}: CS1 maint: url-status (link)
  17. ^ Wu, Min; Kwiatkowska, Marta (June 2020). "Robustness Guarantees for Deep Neural Networks on Videos". 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. arXiv:1907.00098. doi:10.1109/cvpr42600.2020.00039. ISBN 978-1-7281-7168-5.
  18. ^ "Responsible AI - GPAI". gpai.ai. Retrieved 11 February 2021.
  19. ^ "Digital technology and the planet | Royal Society". royalsociety.org. Retrieved 11 February 2021.
  20. ^ "OxWoCS Committee". www.cs.ox.ac.uk. Retrieved 15 February 2021.
  21. ^ 9011747. "Suffrage Science Maths and Computing 2016". Issuu. Retrieved 15 February 2021. {{cite web}}: |last= has numeric name (help)
  22. ^ Information and Computation.
  23. ^ "Formal Methods in System Design". Springer. Retrieved 11 February 2021.
  24. ^ "Logical Methods in Computer Science - Editorial Board". lmcs.episciences.org. Retrieved 11 February 2021.
  25. ^ Science of Computer Programming.
  26. ^ "Editorial board | Royal Society Open Science". royalsocietypublishing.org. Retrieved 11 February 2021.
  27. ^ Williams, Jonathan. "Fellows". European Lab for Learning & Intelligent Systems. Retrieved 9 February 2021.
  28. ^ "BCS Lovelace Lecture 2020/21 - Prof Marta Kwiatkowska | BCS". www.bcs.org. Retrieved 9 February 2021.
  29. ^ "Marta Kwiatkowska | Royal Society". royalsociety.org. Retrieved 9 February 2021.
  30. ^ "Distinguished scientists elected as Fellows and Foreign Members of the Royal Society | Royal Society". royalsociety.org. Retrieved 9 February 2021.
  31. ^ "Marta Kwiatkowska | Royal Society". royalsociety.org. Retrieved 9 February 2021.
  32. ^ "HVC 2016 - Haifa Verification Conference 2016". www.research.ibm.com. 4 September 2011. Retrieved 9 February 2021.
  33. ^ "Honorary doctors at KTH". KTH. Retrieved 11 February 2021.
  34. ^ "About ACM Fellows". awards.acm.org. Retrieved 9 February 2021.
  35. ^ "EATCS Fellows". European Association for Theoretical Computer Science. Retrieved 9 February 2021.{{cite web}}: CS1 maint: url-status (link)
  36. ^ "Academy of Europe: Kwiatkowska Marta". www.ae-info.org. Retrieved 11 February 2021.
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