Pedro Valdeira

I am a PhD candidate in Electrical and Computer Engineering, pursuing a double degree at Carnegie Mellon University (CMU) and Instituto Superior Técnico (IST). I am advised by Yuejie Chi (CMU) and João Xavier (IST), and co-advised by Cláudia Soares (NOVA). Prior to that, I received an MSc in Aerospace Engineering from IST in 2019. My research interests focus on provable optimization methods for efficient distributed machine learning systems. During my PhD, I have been working on efficient vertical federated learning.

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[1] Pedro Valdeira, João Xavier, Cláudia Soares, Yuejie Chi "Communication-Efficient Vertical Federated Learning via Compressed Error Feedback", IEEE Transactions on Signal Processing, vol. 73, pp. 1065-1080, 2025

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[1] Pedro Valdeira "Distributed Learning and Inference for Gaussian Mixtures", Master Thesis, Instituto Superior Técnico, Universidade de Lisboa, November, 2019

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