Vasilis Gkolemis

According to our database, Vasilis Gkolemis authored at least 4 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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

Vasilis Gkolemis, Anargiros Tzerefos, Theodore Dalamagas, Eirini Ntoutsi, Christos Diou

CoRR, 2023

An Extendable Python Implementation of Robust Optimisation Monte Carlo.

Vasilis Gkolemis, Michael Gutmann, Henri Pesonen

CoRR, 2023

RHALE: Robust and Heterogeneity-Aware Accumulated Local Effects.

Vasilis Gkolemis, Theodore Dalamagas, Eirini Ntoutsi, Christos Diou

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

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

Vasilis Gkolemis, Theodore Dalamagas, Christos Diou

Proceedings of the Asian Conference on Machine Learning, 2022