Explore how the diffusion of innovations theory aids in developing marketing strategies for new products and increasing market share through five key steps.

Abstract: Training machine learning models often involves solving high-dimensional stochastic optimization problems, where stochastic gradient-based algorithms are hindered by slow convergence.