Currently I am Full Professor at Télécom Paris in the Team Signal, Statistique et Apprentissage (S2A) of the Information Processing and Communication Laboratory (LTCI). After having finished my studies at Kyiv Polytechnic Institute in automation control and informatics, I obtained a PhD degree at the University of Cologne in 2014, where I conducted research in nonparametric and computational statistics and classification. I have been postdoctoral fellow of the Centre Henri Lebesgue at Agrocampus Ouest in Rennes for a year working on imputation of missing values, and then joined the CREST laboratory at the National School of Statistics and Information Analysis (ENSAI). My main research interests lie in the areas of data depth, machine learning, computational statistics, robust statistics, explainable AI, multivariate data analysis, functional data analysis, data envelopment analysis.
Here you can download my complete Curriculum vitae.
Editorial activity:
- Associate Editor at Computational Statistics and Data Analysis.
- Johannsen, A., Otto, P., and Mozharovskyi, P. (eds.) (2025). " Network Monitoring with Machine Learning Methods. " Computers and Industrial Engineering.
Supervised alumni:
- Guillaume Staerman (co-supervision with Florence d’Alché-Buc and Stephan Clémençon): defended PhD, January 2019 – April 2022.
- Jayneel Parekh (co-supervision with Florence d’Alché-Buc): defended PhD, September 2019 – July 2023.
- Romain Valla (co-supervision with Florence d’Alché-Buc): defended PhD, February 2022 – June 2025.
- Aël Quélennec (co-supervision with Van-Tam Nguyen and Enzo Tartaglione): defended PhD, December 2022 – December 2025.