1 code implementation • 4 Sep 2022 • Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng
However, far less attention has been paid to the overfitting problem of models in recommendation systems, which, on the contrary, is recognized as a critical issue for deep neural networks.
no code implementations • 30 Sep 2021 • Zhao-Yu Zhang, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
Multivariate time series (MTS) prediction is ubiquitous in real-world fields, but MTS data often contains missing values.
no code implementations • 4 Mar 2020 • Yuri F. Saporito, Zhao-Yu Zhang
In this paper, we propose a novel numerical method for Path-Dependent Partial Differential Equations (PPDEs).
no code implementations • 18 Sep 2019 • Shao-Qun Zhang, Zhao-Yu Zhang, Zhi-Hua Zhou
Inspired by this insight, by enabling the spike generation function to have adaptable eigenvalues rather than parametric control rates, we develop the Bifurcation Spiking Neural Network (BSNN), which has an adaptive firing rate and is insensitive to the setting of control rates.