Sofoklis Kitharidis

According to our database, Sofoklis Kitharidis authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Bridging Racial and Age Gaps in Face Recognition: A Data-Augmentation Framework for Fair AI.

Sofoklis Kitharidis, Anthonie Schaap, Thomas Bäck, Niki van Stein

SN Comput. Sci., April, 2026

2025

Mechanistic Interpretability for Transformer-Based Time Series Classification.

Matiss Kalnare, Sofoklis Kitharidis, Thomas Bäck, Niki van Stein

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

Gradient Free Multi-Objective Counterfactual Explainability for Multivariate Time Series Classification.

Qi Huang, Sofoklis Kitharidis, Furong Ye, Marius Ottolini, Thomas Bäck, Niki van Stein

Proceedings of the IEEE International Conference on Big Data, 2025

Visual Model Selection using Feature Importance Clusters in Fairness-Performance Similarity Optimized Space.

Sofoklis Kitharidis, Cor J. Veenman, Thomas Bäck, Niki van Stein

Proceedings of the 3rd Workshop on Fairness and Bias in AI co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024

Towards Fairness in Machine Learning: Balancing Racially Imbalanced Datasets Through Data Augmentation and Generative AI.

Anthonie Schaap, Sofoklis Kitharidis, Niki van Stein

Proceedings of the 16th International Joint Conference on Computational Intelligence, 2024

TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification.

Qi Huang, Sofoklis Kitharidis, Thomas Bäck, Niki van Stein

Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, 2024