Dr Ioannis Kalogridis
- Lecturer in Statistics and Data Analytics (Statistics)
https://orcid.org/0000-0002-8581-6564Biography
My research lies at the intersection of functional data analysis, nonparametric statistics, and robust statistics, with a strong interest in all three areas.
Before joining the School of Mathematics and Statistics in February 2025, I was a postdoctoral researcher at KU Leuven, where I completed my PhD in 2020 under the supervision of Prof. Stefan Van Aelst.
Research interests
Publications
Prior publications
Article
Ioannis Kalogridis (2024) Robust and adaptive functional logistic regression Crossref. (doi: 10.1016/j.csda.2023.107905)
Ioannis Kalogridis, Stefan Van Aelst (2024) Robust penalized spline estimation with difference penalties Crossref. (doi: 10.1016/j.ecosta.2021.07.005)
Ioannis Kalogridis, Gerda Claeskens, Stefan Van Aelst (2023) Robust and efficient estimation of nonparametric generalized linear models Crossref. (doi: 10.1007/s11749-023-00866-x)
Ioannis Kalogridis, Stefan Van Aelst (2023) Robust optimal estimation of location from discretely sampled functional data Crossref. (doi: 10.1111/sjos.12586)
Ioannis Kalogridis (2023) Robust thin-plate splines for multivariate spatial smoothing Crossref. (doi: 10.1016/j.ecosta.2023.06.002)
Ioannis Kalogridis, Stefan Van Aelst (2023) Robust penalized estimators for functional linear regression Crossref. (doi: 10.1016/j.jmva.2022.105104)
Ioannis Kalogridis (2022) Asymptotics for M-type smoothing splines with non-smooth objective functions Crossref. (doi: 10.1007/s11749-021-00782-y)
Kalogridis, I., Van Aelst, S. (2021) M-type penalized splines with auxiliary scale estimation Scopus - Elsevier. ISBN 03783758 (doi: 10.1016/j.jspi.2020.09.004)
Kalogridis, I., Van Aelst, S. (2019) Robust functional regression based on principal components Scopus - Elsevier. ISBN 10957243 0047259X (doi: 10.1016/j.jmva.2019.04.003)
