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Liyao Gao

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On Optimal Early Stopping: Over-informative versus Under-informative Parametrization

Feb 23, 2022
Ruoqi Shen, Liyao Gao, Yi-An Ma

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Deformation Robust Roto-Scale-Translation Equivariant CNNs

Nov 22, 2021
Liyao Gao, Guang Lin, Wei Zhu

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Quantifying Uncertainty in Deep Spatiotemporal Forecasting

May 25, 2021
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu

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DeepGLEAM: a hybrid mechanistic and deep learning model for COVID-19 forecasting

Feb 15, 2021
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu

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DeepGLEAM: an hybrid mechanistic and deep learning model for COVID-19 forecasting

Feb 12, 2021
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu

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Non-convex Learning via Replica Exchange Stochastic Gradient MCMC

Sep 10, 2020
Wei Deng, Qi Feng, Liyao Gao, Faming Liang, Guang Lin

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RotEqNet: Rotation-Equivariant Network for Fluid Systems with Symmetric High-Order Tensors

Apr 28, 2020
Liyao Gao, Yifan Du, Hongshan Li, Guang Lin

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Learning with Collaborative Neural Network Group by Reflection

Jan 20, 2019
Liyao Gao, Zehua Cheng

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