Unrolled Neural Networks for Constrained Optimization [Paper] [Poster]
Samar Hadou and Alejandro Ribeiro.
Published in arXiv:2601.17274, 2026.
Publications
You can also find my articles on my Google Scholar profile.
A Constrained Optimization Perspective of Unrolled Transformers [Paper] [Poster]
Javier Porras-Valenzuela, Samar Hadou and Alejandro Ribeiro.
Published in arXiv:2601.17257, 2026.
Graph Signal Generative Diffusion Models [Paper]
Yigit Berkay Uslu, Samar Hadou, Sergio Rozada, Shirin Saeedi-Bidokhti and Alejandro Ribeiro.
Published in the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026.
Unrolled Graph Neural Networks for Constrained Optimization [Paper]
Samar Hadou and Alejandro Ribeiro.
Published in the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026.
Stochastic Unrolled Neural Networks [Paper] [Code]
Samar Hadou, Navid NaderiAlizadeh, and Alejandro Ribeiro.
Published in Conference on Parsimony and Learning (CPAL), 2026.
Generative Diffusion Models for Resource Allocation in Wireless Networks [Paper] [Poster]
Yigit Berkay Uslu, Samar Hadou, Shirin Saeedi-Bidokhti, and Alejandro Ribeiro.
Published in IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2025.
Robust Stochastically-Descending Unrolled Networks [Paper] [Code]
Samar Hadou, Navid NaderiAlizadeh, and Alejandro Ribeiro.
Published in IEEE Transactions on Signal Processing, 2024.