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Alejandro Ribeiro

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Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach

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May 09, 2024
Yiğit Berkay Uslu, Roya Doostnejad, Alejandro Ribeiro, Navid NaderiAlizadeh

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Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks

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Apr 04, 2024
Xingran Chen, Navid NaderiAlizadeh, Alejandro Ribeiro, Shirin Saeedi Bidokhti

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Near-Optimal Solutions of Constrained Learning Problems

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Mar 18, 2024
Juan Elenter, Luiz F. O. Chamon, Alejandro Ribeiro

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Loss Shaping Constraints for Long-Term Time Series Forecasting

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Feb 14, 2024
Ignacio Hounie, Javier Porras-Valenzuela, Alejandro Ribeiro

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Towards a Foundation Model for Brain Age Prediction using coVariance Neural Networks

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Feb 12, 2024
Saurabh Sihag, Gonzalo Mateos, Alejandro Ribeiro

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LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control

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Jan 18, 2024
Saurav Agarwal, Ramya Muthukrishnan, Walker Gosrich, Vijay Kumar, Alejandro Ribeiro

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Sampling and Uniqueness Sets in Graphon Signal Processing

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Jan 11, 2024
Alejandro Parada-Mayorga, Alejandro Ribeiro

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Reply to 'Comments on Graphon Signal Processing' [arXiv:2310.14683]

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Jan 05, 2024
Luana Ruiz, Luiz F. O. Chamon, Alejandro Ribeiro

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Resilient Constrained Reinforcement Learning

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Dec 29, 2023
Dongsheng Ding, Zhengyan Huan, Alejandro Ribeiro

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Robust Stochastically-Descending Unrolled Networks

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Dec 25, 2023
Samar Hadou, Navid NaderiAlizadeh, Alejandro Ribeiro

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