Scientific publications

Kaplan, C. G., Xu, C., Marfoq, O., Neglia, G., & Santana De Oliveira, A. (2024). A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses. Proceedings on Privacy Enhancing Technologies, 2024(1), 525–548. https://petsymposium.org/popets/2024/popets-2024-0031.php

Kaplan, C. G., Xu, C., Marfoq, O., Neglia, G., & Santana De Oliveira, A. (2024). A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses. Proceedings on Privacy Enhancing Technologies, 2024(1), 525–548. https://petsymposium.org/popets/2024/popets-2024-0031.php

Le Bars, B., Bellet, A., Tommasi, M., Scaman, K., & Neglia, G. (2024). Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm. International Conference on Machine Learning (ICML). https://hal.science/hal-04611418

Cioflan, C., Cavigelli, L., Rusci, M., de Prado, M., & Benini, L. (2024). On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. https://arxiv.org/abs/2403.10549v1

Daliparthi, V. S. S. A., Momen, N., Tutschku, K., & De Prado, M. (2023, September). ViSDM 1.0: Vision Sovereignty Data Marketplace a Decentralized Platform for Crowdsourcing Data Collection and Trading. In Proceedings of the 2023 ACM Conference on Information Technology for Social Good (pp. 374-383). https://scholar.google.com/citations?view_op=view_citation&hl=en&user=z5sQ1nYAAAAJ&sortby=pubdate&citation_for_view=z5sQ1nYAAAAJ:_FxGoFyzp5QC.

Daliparthi, V. S. S. A., Momen, N., Tutschku, K., & De Prado, M. (2023b). ViSDM: A Liquid Democracy based Visual Data Marketplace for Sovereign Crowdsourcing Data Collection. ACM International Conference Proceeding Series, 108–115. https://doi.org/10.1145/3590777.3590794

de Prado, M., Rusci, M., Donze, R., Capotondi, A., Monnerat, S., Benini, L., & Pazos, N. (2021). Robustifying the deployment of tinyML models for autonomous mini-vehicles. Proceedings - IEEE International Symposium on Circuits and Systems, 2021-May. https://doi.org/10.3390/S21041339

Francobaldi, M., De Filippo, A., Borghesi, A., Pizurica, N., Jovancevi, I., Llewellynn, T., & de Prado, M. (2023). TinderAI: Support System for Matching AI Algorithms and Embedded Devices. The International FLAIRS Conference Proceedings, 36. https://doi.org/10.32473/FLAIRS.36.133100

Markaki, O., Papapostolou, A., Mouzakitis, S., Zrazinska, I., Sobek, U., Wilczek, T., Troumpoukis, A., Ziouvelou, X., Karkaletsis, V., Carrasco, A., Garcia, M., Roger, G., Micheli, A., Codagnone, J. A., De Prado, M., & O’Neill, S. (2023). Encouraging AI Adoption by SMEs: Opportunities and Contributions by the ICT49 Project Cluster. 14th International Conference on Information, Intelligence, Systems and Applications, IISA 2023. https://doi.org/10.1109/IISA59645.2023.10345867