Publications

PhD

TBD Explainable Federated Learning: An Empirical Study of XAI Metrics and User Perceptions
Draft for the Information Fusion Journal
Nicolas S. Schuler, Raffaela Mirandola, Vincenzo Scotti, Matteo Camilli
09. July 2025 Bridging Explanations and Logics: Opportunities for Multimodal Language Models
AISoLA'25 track Formal Methods for Intersymbolic AI
Nicolas S. Schuler, Vincenzo Scotti, Matteo Camilli, and Raffaela Mirandola

Pre-PhD

05. May 2025 Master's Thesis: Integrating Explainability into Federated Learning: A Non-functional Requirement Perspective
– at the Institute of Self-adaptive Software-intensive Systems (SASIS), KIT
Grade: 1.0
13. January 2021 Bachelor's Thesis: Verteilte Nutzungskontrolle und Provenance Tracking am Beispiel von Cloud-Technologien
– in Cooperation with the Fraunhofer IOSB, KIT
Grade: 1.3