Eleni Psaroudaki

3 papers · 2022–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge

Conferences

AAAI (1) ICML (1) NIPS (1)

Top co-authors

Dimitris Fotakis (3) Dimitris Sacharidis (2) Giorgos Giannopoulos (2) Ioannis Emiris (2) Konstantinos Tsopelas (2) Dimitrios Rontogiannis (2) Nikolaos Theologitis (2) Loukas Kavouras (2) Kleopatra Markou (1) Dimitrios Gunopulos (1)

Keywords

counterfactual explanation (2) model interpretability (1) nonparametric regression (1) agglomerative clustering (1) label ranking (1) decision tree (1) algorithmic recourse (1) random forest (1) global explanation (1) sample complexity (1) subgroup fairness (1)

Papers

GLANCE: Global Actions in a Nutshell for Counterfactual Explainability AAAI 2026

Fairness Aware Counterfactuals for Subgroups NIPS 2023

Label Ranking through Nonparametric Regression ICML 2022