Browsing by Author "dbccc6db-622f-4b82-802c-ef57cceb3e6e"
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Maulén Soto, Rodrigo Ignacio (Universidad de Chile, 2021)In this thesis we study the convergence rates and complexities of a continuous model of the Stochastic Gradient Descent (SGD) under convexity, strong convexity and Łojasiewicz assumptions, the latter being a way to generalize ...