Emmanouil Panagiotou

14 papers A* 1A 1B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 B conf
MIMOSA: A Tool for Fairness Exploration Through Explanations.
EDBT
Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura, Emmanouil Panagiotou, Eirini Ntoutsi
2025 J jnl
Explanations as Bias Detectors: A Critical Study of Local Post-hoc XAI Methods for Fairness Exploration.
CoRR
Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura, Emmanouil Panagiotou, Eirini Ntoutsi
2025 A conf
MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs.
CIKM
Swati, Arjun Roy, Emmanouil Panagiotou, Eirini Ntoutsi
2025 J jnl
MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs.
CoRR
Swati Swati, Arjun Roy, Emmanouil Panagiotou, Eirini Ntoutsi
2025 J jnl
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees.
CoRR
Emmanouil Panagiotou, Benoît Ronval, Arjun Roy, Ludwig Bothmann, Bernd Bischl, Siegfried Nijssen, Eirini Ntoutsi
2025 A* conf
TabFairGDT: A Fast Fair Tabular Data Generator Using Autoregressive Decision Trees.
ICDM
Emmanouil Panagiotou, Benoît Ronval, Arjun Roy, Ludwig Bothmann, Bernd Bischl, Siegfried Nijssen, Eirini Ntoutsi
2024 J jnl
Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study.
CoRR
Emmanouil Panagiotou, Arjun Roy, Eirini Ntoutsi
2024 — conf
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE.
ICAIF
Emmanouil Panagiotou, Manuel Heurich, Tim Landgraf, Eirini Ntoutsi
2024 J jnl
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE.
CoRR
Emmanouil Panagiotou, Manuel Heurich, Tim Landgraf, Eirini Ntoutsi
2023 — conf
Learning Impartial Policies for Sequential Counterfactual Explanations Using Deep Reinforcement Learning.
PKDD/ECML Workshops (1)
Emmanouil Panagiotou, Eirini Ntoutsi
2023 J jnl
Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning.
CoRR
Emmanouil Panagiotou, Eirini Ntoutsi
2020 J jnl
Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning.
Remote. Sens.
Emmanouil Panagiotou, Georgios Chochlakis, Lazaros Grammatikopoulos, Eleni Charou
2020 — conf
Procedural 3D Terrain Generation using Generative Adversarial Networks.
SETN Workshops
Emmanouil Panagiotou, Eleni Charou
2020 J jnl
Procedural 3D Terrain Generation using Generative Adversarial Networks.
CoRR
Emmanouil Panagiotou, Eleni Charou