60 citations · 124 across the 8 of their papers we have counts for
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cs.LG2022★ 1 cited
EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction with Exogenous Variables
Penglei Gao, Xi Yang, Rui Zhang +3
While exogenous variables have a major impact on performance improvement in time series analysis, inter-series correlation and time dependence among them are rarely considered in t…
cs.LG2018★ 14 cited
PILAE: A Non-gradient Descent Learning Scheme for Deep Feedforward Neural Networks
P. Guo, K. Wang, X. L. Zhou
In this work, a non-gradient descent learning (NGDL) scheme was proposed for deep feedforward neural networks (DNN). It is known that an autoencoder can be used as the building blo…