David Solans Noguero

According to our database, David Solans Noguero authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

Knowledge Distillation-Driven Federated Learning as a Service for Resource-Constrained Edge Intelligence.

Filippo Vannella, Tianyue Chu, David Solans Noguero, Sotirios Spantideas

Proceedings of the Swarm Intelligence - 15th International Conference, 2026

Data Heterogeneity and Forgotten Labels in Split Federated Learning.

Joana Tirana, Dimitra Tsigkari, David Solans Noguero, Nicolas Kourtellis

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Speech Robust Bench: A Robustness Benchmark For Speech Recognition.

Muhammad A. Shah, David Solans Noguero, Mikko A. Heikkilä, Bhiksha Raj, Nicolas Kourtellis

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Speech Robust Bench: A Robustness Benchmark For Speech Recognition.

Muhammad A. Shah, David Solans Noguero, Mikko A. Heikkilä, Nicolas Kourtellis

CoRR, 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

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, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes de Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanaskovic, Sasa Klopanovic, Nicolas Kourtellis, Claudio Soriente, Jason Pridmore, Ana Rosa Cavalli, Drasko Draskovic, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 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, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning.

Luca Corbucci, Mikko A. Heikkilä, David Solans Noguero, Anna Monreale, Nicolas Kourtellis

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024