research
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12/15/2022
Asymptotic Analysis of Deep Residual Networks
We investigate the asymptotic properties of deep Residual networks (ResN...
research
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04/14/2022
Convergence and Implicit Regularization Properties of Gradient Descent for Deep Residual Networks
We prove linear convergence of gradient descent to a global minimum for ...
research
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05/25/2021