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Emmanouil Panagiotou
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2020 – today
- 2025
[c4]Swati
, Arjun Roy
, Emmanouil Panagiotou
, Eirini Ntoutsi
:
MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs. CIKM 2025: 6713-6717
[i7]Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura, Emmanouil Panagiotou, Eirini Ntoutsi:
Explanations as Bias Detectors: A Critical Study of Local Post-hoc XAI Methods for Fairness Exploration. CoRR abs/2505.00802 (2025)
[i6]Swati Swati, Arjun Roy, Emmanouil Panagiotou, Eirini Ntoutsi:
MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs. CoRR abs/2509.08156 (2025)
[i5]Emmanouil Panagiotou, Benoît Ronval, Arjun Roy, Ludwig Bothmann, Bernd Bischl, Siegfried Nijssen, Eirini Ntoutsi:
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees. CoRR abs/2509.19927 (2025)- 2024
[c3]Emmanouil Panagiotou
, Manuel Heurich
, Tim Landgraf
, Eirini Ntoutsi
:
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE. ICAIF 2024: 274-282
[i4]Emmanouil Panagiotou, Arjun Roy, Eirini Ntoutsi:
Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study. CoRR abs/2409.05215 (2024)
[i3]Emmanouil Panagiotou, Manuel Heurich, Tim Landgraf, Eirini Ntoutsi:
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE. CoRR abs/2410.10463 (2024)- 2023
[c2]Emmanouil Panagiotou
, Eirini Ntoutsi
:
Learning Impartial Policies for Sequential Counterfactual Explanations Using Deep Reinforcement Learning. PKDD/ECML Workshops (1) 2023: 350-358
[i2]Emmanouil Panagiotou, Eirini Ntoutsi:
Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning. CoRR abs/2311.00523 (2023)- 2020
[j1]Emmanouil Panagiotou, Georgios Chochlakis, Lazaros Grammatikopoulos
, Eleni Charou:
Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning. Remote. Sens. 12(12): 2002 (2020)
[c1]Emmanouil Panagiotou, Eleni Charou:
Procedural 3D Terrain Generation using Generative Adversarial Networks. SETN Workshops 2020: 9-14
[i1]Emmanouil Panagiotou, Eleni Charou:
Procedural 3D Terrain Generation using Generative Adversarial Networks. CoRR abs/2010.06411 (2020)
Coauthor Index

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