Loukas Kavouras

23 papers A* 5B 2Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability.
AAAI
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
2026 J jnl
Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects.
CoRR
Vasilis Gkolemis, Loukas Kavouras, Dimitrios Kyriakopoulos, Konstantinos Tsopelas, Dimitrios Rontogiannis, Giuseppe Casalicchio, Theodore Dalamagas, Christos Diou
2025 — conf
GLOVES 2.0: Global Counterfactual-Based Visual Explanations.
ECSA (Tracks and Workshops)
Nikolaos Theologitis, Panagiotis Gidarakos, Stavros Maroulis, Loukas Kavouras, Giorgos Giannopoulos, George Papastefanatos
2025 B conf
GLOVES: Global Counterfactual-based Visual Explanations.
EDBT
Panagiotis Gidarakos, Nikolaos Theologitis, Stavros Maroulis, Loukas Kavouras, Giorgos Giannopoulos, George Papastefanatos
2024 J jnl
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups.
CoRR
Giorgos Giannopoulos, Dimitris Sacharidis, Nikolaos Theologitis, Loukas Kavouras, Ioannis Z. Emiris
2024 — conf
Fairness in AI: challenges in bridging the gap between algorithms and law.
ICDEW
Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris
2024 J jnl
Fairness in AI: challenges in bridging the gap between algorithms and law.
CoRR
Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris
2024 J jnl
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability.
CoRR
Ioannis Z. Emiris, Dimitris Fotakis, Giorgos Giannopoulos, Dimitrios Gunopulos, Loukas Kavouras, Kleopatra Markou, Eleni Psaroudaki, Dimitrios Rontogiannis, Dimitris Sacharidis, Nikolaos Theologitis, Dimitrios Tomaras, Konstantinos Tsopelas
2023 — conf
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups.
PKDD/ECML Workshops (2)
Giorgos Giannopoulos, Dimitris Sacharidis, Nikolaos Theologitis, Loukas Kavouras, Ioannis Z. Emiris
2023 A* conf
Fairness Aware Counterfactuals for Subgroups.
NeurIPS
Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis, Ioannis Z. Emiris
2023 J jnl
Fairness Aware Counterfactuals for Subgroups.
CoRR
Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis, Ioannis Z. Emiris
2021 J jnl
Online Facility Location in Evolving Metrics.
Algorithms
Dimitris Fotakis, Loukas Kavouras, Lydia Zakynthinou
2021 — —
Online algorithms for dynamic aggregation problems
Loukas Kavouras
2021 J jnl
Reallocating multiple facilities on the line.
Theor. Comput. Sci.
Dimitris Fotakis, Loukas Kavouras, Panagiotis Kostopanagiotis, Philip Lazos, Stratis Skoulakis, Nikos Zarifis
2021 B conf
SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines.
SSDBM
Thanasis Vergoulis, Konstantinos Zagganas, Loukas Kavouras, Martin Reczko, Stelios Sartzetakis, Theodore Dalamagas
2021 J jnl
SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines.
CoRR
Thanasis Vergoulis, Konstantinos Zagganas, Loukas Kavouras, Martin Reczko, Stelios Sartzetakis, Theodore Dalamagas
2020 J jnl
High-Dimensional Approximate r-Nets.
Algorithmica
Zeta Avarikioti, Ioannis Z. Emiris, Loukas Kavouras, Ioannis Psarros
2020 A* conf
The Online Min-Sum Set Cover Problem.
ICALP
Dimitris Fotakis, Loukas Kavouras, Grigorios Koumoutsos, Stratis Skoulakis, Manolis Vardas
2020 J jnl
The Online Min-Sum Set Cover Problem.
CoRR
Dimitris Fotakis, Loukas Kavouras, Grigorios Koumoutsos, Stratis Skoulakis, Manolis Vardas
2019 A* conf
Reallocating Multiple Facilities on the Line.
IJCAI
Dimitris Fotakis, Loukas Kavouras, Panagiotis Kostopanagiotis, Philip Lazos, Stratis Skoulakis, Nikos Zarifis
2019 J jnl
Reallocating Multiple Facilities on the Line.
CoRR
Dimitris Fotakis, Loukas Kavouras, Panagiotis Kostopanagiotis, Philip Lazos, Stratis Skoulakis, Nikos Zarifis
2017 A* conf
High-dimensional approximate
SODA
Georgia Avarikioti, Ioannis Z. Emiris, Loukas Kavouras, Ioannis Psarros
2016 J jnl
High-dimensional approximate r-nets.
CoRR
Georgia Avarikioti, Ioannis Z. Emiris, Loukas Kavouras, Ioannis Psarros