Can anyone be of help to me on how to obtain the mathematical equation for the Regularized Optimization problem in the PDF file below using Stochastic gradient Descent with bootstrap sampling for recommender system? That is, as used in Bayesian Personalized Ranking Smart Linear Method (BPRSLIM).

Thank you all!

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