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12/13/2022
Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO
Cell-free massive MIMO is emerging as a promising technology for future ...
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05/11/2022
CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network
Deep learning has been widely adopted for channel state information (CSI...
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05/05/2022
Over-The-Air Federated Learning under Byzantine Attacks
Federated learning (FL) is a promising solution to enable many AI applic...
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11/01/2021
Robust Federated Learning via Over-The-Air Computation
This paper investigates the robustness of over-the-air federated learnin...
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07/05/2021
Performance Analysis of Regularized Convex Relaxation for Complex-Valued Data Detection (Extended Version)
In this work, we study complex-valued data detection performance in mass...
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05/21/2021
A Precise Performance Analysis of Support Vector Regression
In this paper, we study the hard and soft support vector regression tech...
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08/29/2020
Precise Error Analysis of the LASSO under Correlated Designs
In this paper, we consider the problem of recovering a sparse signal fro...
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06/25/2020