Previous literature on deep learning theory has focused on implicit bias with small learning rates.In this work, we explore the impact of data separability on the implicit bias of deep learning algorithms under the large learning rate.Using deep linear networks for binary classification with the logistic loss under the large learning rate regime, w

Intellectual specialization is an important mechanism of modern economic development, in particular in the context of the creation and development of innovation parks.This approach involves the concentration of scientific and technological resources in certain areas that have the highest potential for innovative development.Innovation parks play a