Pedro Valdeira

Former Collaborator

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.

Pedro Valdeira

Office:

7.10

Academic Degree:

M.Sc.

Email:

pvaldeira@cmu.edu

Personal Page:

https://valdeira.github.io

Advisor(s):

João Xavier

Nationality:

PT

CienciaID:

5213-1670-4BE5

Google Scholar:

https://scholar.google.com/citations?user=pGuZ7HEAAAAJ&hl=en&oi=ao

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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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No publications found for author "cap-pedrovaldeira"

No publications found for author "cap-pedrovaldeira"

[1] Pedro Valdeira "Communication and Data Efficient Algorithms for Vertical Federated Learning", 2025
[1] Pedro Valdeira "Distributed Learning and Inference for Gaussian Mixtures", Master Thesis, Instituto Superior Técnico, Universidade de Lisboa, November, 2019

No publications found for author "cap-pedrovaldeira"

No publications found for author "cap-pedrovaldeira"

No publications found for author "cap-pedrovaldeira"

No publications found for author "cap-pedrovaldeira"

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