most citedAutoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation

7 citations · 7 across the 1 of their papers we have counts for

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cs.LG2023

Physics-Informed Deep Learning to Reduce the Bias in Joint Prediction of Nitrogen Oxides

Lianfa Li, Roxana Khalili, Frederick Lurmann +12

Atmospheric nitrogen oxides (NOx) primarily from fuel combustion have recognized acute and chronic health and environmental effects. Machine learning (ML) methods have significantl…

cs.LG2018★ 7 cited

Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation

Lianfa Li, Ying Fang, Jun Wu +1

To have a superior generalization, a deep learning neural network often involves a large size of training sample. With increase of hidden layers in order to increase learning abili…