PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning. - Luca Corbucci; Mikko A. Heikkilä; David Solans Noguero; Anna Monreale; Nicolas Kourtellis (ECAI, 2024)

SPATIAL: Practical AI Trustworthiness with Human Oversight. - Abdul-Rasheed Ottun; Rasinthe Marasinghe; Toluwani Elemosho; Mohan Liyanage; Ashfaq Hussain Ahmed; Michell Boerger; Chamara Sandeepa; Thulitha Senevirathna; Vinh Hoa La; Manh-Dung Nguyen; Claudio Soriente; Samuel Marchal; et al. (ICDCS, 2024)

The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications. - Abdul-Rasheed Ottun; Rasinthe Marasinghe; Toluwani Elemosho; Mohan Liyanage; Mohamad Ragab; Prachi Bagave; Marcus Westberg; Mehrdad Asadi; Michell Boerger; Chamara Sandeepa; Thulitha Senevirathna; Bartlomiej Siniarski; et al. (ICDCS, 2024)

Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset. - Dewant Katare; David Solans Noguero; Souneil Park; Nicolas Kourtellis; Marijn Janssen; Aaron Yi Ding (CoRR, 2024)

Speech Robust Bench: A Robustness Benchmark For Speech Recognition. - Muhammad A. Shah; David Solans Noguero; Mikko A. Heikkilä; Nicolas Kourtellis (CoRR, 2024)

Speech Robust Bench: A Robustness Benchmark For Speech Recognition. - Muhammad A. Shah; David Solans Noguero; Mikko A. Heikkilä; Bhiksha Raj; Nicolas Kourtellis (ICLR, 2025)