Vasilis Gkolemis

202320248 5

Christos DiouDepartment of Informatics and Telematics, Harokopio University of AthensVerified email at hua.gr
Theodore DalamagasAthena Research CenterVerified email at imis.athena-innovation.gr
Eirini NtoutsiProfessor of Open Source Intelligence at the Bundeswehr University MunichVerified email at unibw.de
Michael U. GutmannUniversity of EdinburghVerified email at ed.ac.uk
Anargiros TzerefosIMSI, "Athena" RC, GreeceVerified email at athenarc.gr
Henri PesonenResearcher, Oslo Centre for Biostatistics and Epidemiology (OCBE), Oslo University HospitalVerified email at medisin.uio.no

Vasilis Gkolemis

Other namesVasileios Gkolemis

Verified email at hua.gr - Homepage


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DALE: Differential Accumulated Local Effects for efficient and accurate global explanations V Gkolemis, T Dalamagas, C Diou arXiv preprint arXiv:2210.04542, 2022	8	2022
Rhale: Robust and heterogeneity-aware accumulated local effects V Gkolemis, T Dalamagas, E Ntoutsi, C Diou arXiv preprint arXiv:2309.11193, 2023	3	2023
Regionally Additive Models: Explainable-by-design models minimizing feature interactions V Gkolemis, A Tzerefos, T Dalamagas, E Ntoutsi, C Diou arXiv preprint arXiv:2309.12215, 2023	1	2023
An Extendable Python Implementation of Robust Optimisation Monte Carlo V Gkolemis, M Gutmann, H Pesonen arXiv preprint arXiv:2309.10612, 2023	1	2023
Effector: A Python package for regional explanations V Gkolemis, C Diou, E Ntoutsi, T Dalamagas, B Bischl, J Herbinger, ... arXiv preprint arXiv:2404.02629, 2024		2024
Extending the statistical software package Engine for Likelihood-Free Inference V Gkolemis, M Gutmann arXiv preprint arXiv:2011.03977, 2020		2020

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