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20192023
most citedOn the rate of convergence of fully connected very deep neural network regression estimates

18 citations · 37 across the 9 of their papers we have counts for

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math.ST2023★ 3 cited

Dropout Regularization Versus -Penalization in the Linear Model

Gabriel Clara, Sophie Langer, Johannes Schmidt-Hieber

We investigate the statistical behavior of gradient descent iterates with dropout in the linear regression model. In particular, non-asymptotic bounds for the convergence of expect…