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Convergence of the deep BSDE method for coupled FBSDEs

期刊: PROBABILITY UNCERTAINTY AND QUANTITATIVE RISK, 2020; 5 (1)

The recently proposed numerical algorithm, deep BSDE method, has shown remarkable performance in solving high-dimensional forward-backward stochastic ......

Fully nonlinear stochastic and rough PDEs: Classical and viscosity solutions

期刊: PROBABILITY UNCERTAINTY AND QUANTITATIVE RISK, 2020; 5 (1)

We study fully nonlinear second-order (forward) stochastic PDEs. They can also be viewed as forward path-dependent PDEs and will be treated as rough P......

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