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The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks


Dec 11, 2020
Bohan Wang, Qi Meng, Wei Chen


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Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms


Aug 07, 2020
Fengxiang He, Bohan Wang, Dacheng Tao


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Piecewise linear activations substantially shape the loss surfaces of neural networks


Mar 27, 2020
Fengxiang He, Bohan Wang, Dacheng Tao

* Published as a conference paper at ICLR 2020 

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