Vasilis Gkolemis | DeepAI

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Featured Co-authors

Eirini Ntoutsi
32 publications
Christos Diou
26 publications
Michael Gutmann
11 publications
Henri Pesonen
9 publications
Theodore Dalamagas
7 publications
Anargiros Tzerefos
1 publication

research

∙ 09/21/2023

Regionally Additive Models: Explainable-by-design models minimizing feature interactions

Generalized Additive Models (GAMs) are widely used explainable-by-design...

0 Vasilis Gkolemis, et al. ∙

research

∙ 09/20/2023

RHALE: Robust and Heterogeneity-aware Accumulated Local Effects

Accumulated Local Effects (ALE) is a widely-used explainability method f...

0 Vasilis Gkolemis, et al. ∙

research

∙ 09/19/2023

An Extendable Python Implementation of Robust Optimisation Monte Carlo

Performing inference in statistical models with an intractable likelihoo...

0 Vasilis Gkolemis, et al. ∙

research

∙ 10/10/2022

DALE: Differential Accumulated Local Effects for efficient and accurate global explanations

Accumulated Local Effect (ALE) is a method for accurately estimating fea...

40 Vasilis Gkolemis, et al. ∙