6 citations · 13 across the 5 of their papers we have counts for
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eess.SP2019★ 3 cited
Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation
Shuhao Xia, Yuanming Shi
Intelligent Reflecting Surface (IRS) has been a promising solution to enhance wireless networks both spectral-efficiently and energy-efficiently. This paper considers an IRS-assist…
cs.LG2019
Learning One-hidden-layer neural networks via Provable Gradient Descent with Random Initialization
Shuhao Xia, Yuanming Shi
Although deep learning has shown its powerful performance in many applications, the mathematical principles behind neural networks are still mysterious. In this paper, we consider…