A fully data-driven approach to minimizing CVaR for portfolio of assets via SGLD with discontinuous updating

Sotirios Sabanis, Ying Zhang

A new approach in stochastic optimization via the use of stochastic gradient Langevin dynamics (SGLD) algorithms, which is a variant of stochastic gradient decent (SGD) methods, al…