Loukas Kavouras

According to our database, Loukas Kavouras authored at least 14 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects.

Vasilis Gkolemis, Loukas Kavouras, Dimitrios Kyriakopoulos, Konstantinos Tsopelas, Dimitrios Rontogiannis, Giuseppe Casalicchio, Theodore Dalamagas, Christos Diou

CoRR, February, 2026

GLANCE: Global Actions in a Nutshell for Counterfactual Explainability.

Loukas Kavouras, Eleni Psaroudaki, Konstantinos Tsopelas, Dimitrios Rontogiannis, Nikolaos Theologitis, Dimitris Sacharidis, Giorgos Giannopoulos, Dimitrios Tomaras, Kleopatra Markou, Dimitrios Gunopulos, Dimitris Fotakis, Ioannis Z. Emiris

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

GLOVES: Global Counterfactual-based Visual Explanations.

Panagiotis Gidarakos, Nikolaos Theologitis, Stavros Maroulis, Loukas Kavouras, Giorgos Giannopoulos, George Papastefanatos

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

GLOVES 2.0: Global Counterfactual-Based Visual Explanations.

Nikolaos Theologitis, Panagiotis Gidarakos, Stavros Maroulis, Loukas Kavouras, Giorgos Giannopoulos, George Papastefanatos

Proceedings of the Software Architecture. ECSA 2025 Tracks and Workshops, 2025

2024

Fairness in AI: challenges in bridging the gap between algorithms and law.

Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2023

FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups.

Giorgos Giannopoulos, Dimitris Sacharidis, Nikolaos Theologitis, Loukas Kavouras, Ioannis Z. Emiris

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Fairness Aware Counterfactuals for Subgroups.

Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis, Ioannis Z. Emiris

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Online algorithms for dynamic aggregation problems

Loukas Kavouras

PhD thesis, 2021

Online Facility Location in Evolving Metrics.

Dimitris Fotakis, Loukas Kavouras, Lydia Zakynthinou

Algorithms, 2021

SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines.

Thanasis Vergoulis, Konstantinos Zagganas, Loukas Kavouras, Martin Reczko, Stelios Sartzetakis, Theodore Dalamagas

Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

2020

High-Dimensional Approximate r-Nets.

Zeta Avarikioti, Ioannis Z. Emiris, Loukas Kavouras, Ioannis Psarros

Algorithmica, 2020

The Online Min-Sum Set Cover Problem.

Dimitris Fotakis, Loukas Kavouras, Grigorios Koumoutsos, Stratis Skoulakis, Manolis Vardas

Proceedings of the 47th International Colloquium on Automata, Languages, and Programming, 2020

2019

Reallocating Multiple Facilities on the Line.

Dimitris Fotakis, Loukas Kavouras, Panagiotis Kostopanagiotis, Philip Lazos, Stratis Skoulakis, Nikos Zarifis

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2017

High-dimensional approximate <i>r</i>-nets.

Georgia Avarikioti, Ioannis Z. Emiris, Loukas Kavouras, Ioannis Psarros

Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, 2017