Page Archive
Proof Roadmap of Convergence Analysis of Prox-SVRG
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Proof roadmap of theorectial analysis of Prox-SVRG, a stochastic first-order optimization method for solving composite objectives
SAGA: Algorithm and Convergence Proof Roadmap
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Proof roadmap of theorectial analysis of SAGA, a stochastic first-order optimization method for solving composite objectives
The Delta Method
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Introduction to the convergence of random variables, the delta method that shows convergence of random variables dervied from smooth functions of known random variables, and the stochastic small o and big O notations.
Four Pillars of My Research Routine
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The reasons that why I started writing blog