People
Nektarios Kalampalikis
Saarland Informatics Campus
Building E1.1, Room 2.21
About me
Hello! My name is Nektarios, and I am currently a PhD student at the Probabilistic Machine Learning group under the supervision of Prof. Isabel Valera at Saarland University. Prior to joining the PhD program, I completed an Integrated Master’s Degree from the Department of Electrical and Computer Engineering at the University of Patras.
My research interests lie in the realm of interpretable machine learning and explainable AI. I am passionate about creating machine learning systems that are not only powerful and accurate but also transparent and understandable to humans. Additionally, I enjoy assisting experts in discovering new knowledge through interpretable machine learning techniques.
Feel free to reach out to me via email!
Publications
2022
Maximizing the Eigenvalue-Gap and Promoting Sparsity of Doubly Stochastic Matrices with PSO Proceedings Article
In: Simos, Dimitris E.; Rasskazova, Varvara; Archetti, Francesco; Kotsireas, Ilias S.; Pardalos, Panos M. (Ed.): Learning and Intelligent Optimization - 16th International Conference, LION 2022, Milos Island, Greece, June 5-10, 2022, Revised Selected Papers, pp. 535–548, Springer, 2022.