Konstandinos Kotsiopoulos

Orcid: 0000-0003-2651-0087

According to our database1, Konstandinos Kotsiopoulos authored at least 5 papers between 2021 and 2023.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Approximation of group explainers with coalition structure using Monte Carlo sampling on the product space of coalitions and features.
CoRR, 2023

On marginal feature attributions of tree-based models.
CoRR, 2023

2022
Wasserstein-based fairness interpretability framework for machine learning models.
Mach. Learn., 2022

2021
Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics.
CoRR, 2021

Mutual information-based group explainers with coalition structure for machine learning model explanations.
CoRR, 2021


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