Qingcan Wang

Publication Activity (10 Years)

Years Active: 2018-2019
Publications (10 Years): 6

Top Topics

Global Convergence

Top Venues

Publications

Lei Wu, Qingcan Wang, Chao Ma
Global Convergence of Gradient Descent for Deep Linear Residual Networks. CoRR (2019)
Weinan E, Chao Ma, Qingcan Wang, Lei Wu
Analysis of the Gradient Descent Algorithm for a Deep Neural Network Model with Skip-connections. CoRR (2019)
Weinan E, Chao Ma, Qingcan Wang
A Priori Estimates of the Population Risk for Residual Networks. CoRR (2019)
Lei Wu, Qingcan Wang, Chao Ma
Global Convergence of Gradient Descent for Deep Linear Residual Networks. NeurIPS (2019)
Ruying Bao, Sihang Liang, Qingcan Wang
Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference. CoRR (2018)
Weinan E, Qingcan Wang
Exponential Convergence of the Deep Neural Network Approximation for Analytic Functions. CoRR (2018)