Vasilis Gkolemis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Monte Carlo Methods

Qualitative Process Theory

Markovian Decision

Additive Models

Top Venues

Publications

Vasilis Gkolemis, Christos Diou, Eirini Ntoutsi, Theodore Dalamagas, Bernd Bischl, Julia Herbinger, Giuseppe Casalicchio
Effector: A Python package for regional explanations. CoRR (2024)
Vasilis Gkolemis, Anargiros Tzerefos, Theodore Dalamagas, Eirini Ntoutsi, Christos Diou
Regionally Additive Models: Explainable-by-design models minimizing feature interactions. CoRR (2023)
Vasilis Gkolemis, Michael Gutmann, Henri Pesonen
An Extendable Python Implementation of Robust Optimisation Monte Carlo. CoRR (2023)
Vasilis Gkolemis, Theodore Dalamagas, Eirini Ntoutsi, Christos Diou
RHALE: Robust and Heterogeneity-Aware Accumulated Local Effects. ECAI (2023)
Vasilis Gkolemis, Theodore Dalamagas, Eirini Ntoutsi, Christos Diou
RHALE: Robust and Heterogeneity-aware Accumulated Local Effects. CoRR (2023)
Vasilis Gkolemis, Theodore Dalamagas, Christos Diou
DALE: Differential Accumulated Local Effects for efficient and accurate global explanations. ACML (2022)
Vasilis Gkolemis, Theodore Dalamagas, Christos Diou
DALE: Differential Accumulated Local Effects for efficient and accurate global explanations. CoRR (2022)