ARCHIMBAUD Aurore
Department: Information, Operations and Management Sciences
CURRICULUM VITAE
Education
- 2018 : Doctorat in Mathematics Université Toulouse 1 Capitole Toulouse
- 2014 : Master’s degree in Statistics and Econometrics Toulouse School of Economics, Université Capitole Toulouse Toulouse
- 2014 : Magisterium Economist Statistician Université Capitole Toulouse, Université Paul Sabatier Toulouse
- 2012 : Bachelor’s degree in Economics Toulouse School of Economics, Université Capitole Toulouse Toulouse
Teaching Experience
- Since 2024 : Professor in Information Management Toulouse Business School Toulouse
- From 2022 to 2024 : Researcher in Statistics Erasmus School of Economics, Erasmus University Rotterdam
- From 2020 to 2022 : Lecturer in Data Visualization École Nationale de l'Aviation Civile (ENAC) Toulouse
- From 2017 to 2023 : Chargé de cours en Détection de valeurs aberrantes, Visualisation des données et Exploration des données Toulouse School of Economics Toulouse
- From 2015 to 2017 : Teaching assistant in Statistical Inference Université Toulouse 1 Capitole Toulouse
PUBLICATIONS
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ARCHIMBAUD, A., Z. DRMAČ, K. NORDHAUSEN, U. RADOJIČIĆ, A. RUIZ-GAZEN, "Numerical Considerations and a New Implementation for Invariant Coordinate Selection", SIAM Journal on Mathematics of Data Science, 2023, vol. 5, no. 1, pp. 97-121
ARCHIMBAUD, A., F. BOULFANI, X. GENDRE, K. NORDHAUSEN, A. RUIZ-GAZEN, J. VIRTA, "ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control", Econometrics and Statistics, 2022
ALFONS, A., A. ARCHIMBAUD, K. NORDHAUSEN, A. RUIZ-GAZEN, "Tandem clustering with invariant coordinate selection", Cornell University, 2022
ARCHIMBAUD, A., F. BERGERET, S. D'ALBERTO, C. BONNIN, C. SOUAL, "A new method for small sample space components screening: Challenges, algorithms and a case-study with Microchip", Microelectronics Reliability, 2019, vol. 100-101
ARCHIMBAUD, A., K. NORDHAUSEN, A. RUIZ-GAZEN, "ICS for multivariate outlier detection with application to quality control", Computational Statistics & Data Analysis, 2018, vol. 128, pp. 184-199 [abs: 3]
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ARCHIMBAUD, A., "Robust matrix completion for rating-scale data" in 55ème journée de statistique, Nice, 2024
ARCHIMBAUD, A., "Robust matrix completion for rating-scale data" in 55ème journée de statistique, 27-31/05/2024, Nice, 2024
ALESSANDRINO, S., A. ARCHIMBAUD, F. BERGERET, S. BEVILACQUA, "From space to automotive: early detection of burnin rejects on SiC products using a new statistical screening approach" in The 1st edition of the Automotive Reliability and Test workshop in Europe (ARTe), Virtual event, 2021
ARCHIMBAUD, A., C. SOUAL, F. BERGERET, S. D’ALBERTO, T. THEBAULT, C. BONIN, "High dimensional outlier screening of small dice samples for aerospace IC reliability" in The 10th international conference on mathematical methods in reliability, Grenoble, France, 2017
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- 2011 Scholarship of Excellence Toulouse School of Economics
- 2008 Merit scholarship Région Midi-Pyrénées
EXPERTISE
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- Data Mining
- Data Visualization
- Outlier detection
- Data Analysis
- Robust statistics
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- Multivariate data analysis
- Outlier detection
- Dimension reduction
- Robust statistics
- Matrix completion
- Functional data analysis
- Rating scale data
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- 2019 - 2021 : Data Scientist/ R&D Statistician Ippon innovation
- 2018 - 2018 : Data Scientist en Intelligence Artificielle Ivado Labs
- 2015 - 2018 : Research Engineer in Statistics - PhD Student Ippon innovation
- 2014 - 2014 : Statistician Ippon innovation
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