Sofoklis Kitharidis
PhD candidate
- Name
- S. Kitharidis
- Telephone
- 071 5272727
- s.kitharidis@liacs.leidenuniv.nl
- ORCID iD
- 0009-0005-8404-0724
PhD candidate
- Faculty of Science
- LIACS
- Kitharidis S., Veenman C.J., Bäck T.H.W. & Stein N. van (2025), Visual Model Selection using Feature Importance Clusters in Fairness-Performance Similarity Optimized Space. Calegari R., Arora P. & Dignum V. (Eds.), Proceedings of the 3rd Workshop on Fairness and Bias in AI. AEQUITAS 2025: Workshop on Fairness and Bias in AI 26 October 2025 - 26 October 2025. AIxAI no. 4174. Bologna : Third AEQUITAS Workshop on Fairness and Bias in AI.
- Kalnāre M., Kitharidis S., Bäck T.H.W. & Stein N. van (2025), Mechanistic Interpretability for Transformer-based Time Series Classification. [conference paper].
- Schaap A. Kitharidis S. & Stein N. van (2024), Towards fairness in machine learning: balancing racially imbalanced datasets through data augmentation and generative AI. Marcelloni F. & Madani K. et al. (Eds.), Proceedings of the 16th international joint conference on computational intelligence - NCTA. IJCCI 20 November 2024 - 22 November 2024. 16th International Joint Conference on Computational Intelligence no. 1. Porto: SCITEPRESS - Science and Technology Publications. 584-592.
- Huang Q., Kitharidis S., Bäck T.H.W. & Stein N. van (2024), TX-Gen: multi-objective optimization for sparse counterfactual explanations for time-series classification. Marcelloni F., Madani K., Stein N. van & Filipe J. (Eds.), Proceedings of the 1st international conference on explainable AI for neural and symbolic methods EXPLAINS. IJCCI 20 November 2024 - 22 November 2024 no. 1. Porto: SCITEPRESS - Science and Technology Publications. 62-74.