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cs.LG2024★ 2 cited
BP-DeepONet: A new method for cuffless blood pressure estimation using the physcis-informed DeepONet
Lingfeng Li, Xue-Cheng Tai, Raymond Chan
Cardiovascular diseases (CVDs) are the leading cause of death worldwide, with blood pressure serving as a crucial indicator. Arterial blood pressure (ABP) waveforms provide continu…
cs.LG2021★ 2 cited
Generalization Error Analysis of Neural networks with Gradient Based Regularization
Lingfeng Li, Xue-Cheng Tai, Jiang Yang
We study gradient-based regularization methods for neural networks. We mainly focus on two regularization methods: the total variation and the Tikhonov regularization. Applying the…