activity
20052026
most citedA regression-based Monte Carlo method to solve backward stochastic differential equations

425 citations · 702 across the 19 of their papers we have counts for

collaborators

22 papers

math.PR2026

Numerical approximation of Markovian BSDEs in infinite horizon and elliptic PDEs

Emmanuel Gobet, Adrien Richou, Charu Shardul

We study backward stochastic differential equations (BSDEs) in infinite horizon and design efficient numerical schemes for solving them. We establish a probabilistic representation…

q-fin.PR2024★ 8 cited

Numerical approximations of McKean Anticipative Backward Stochastic Differential Equations arising in Initial Margin requirements

A. Agarwal, S. De Marco, E. Gobet +3

We introduce a new class of anticipative backward stochastic differential equations with a dependence of McKean type on the law of the solution, that we name MKABSDE. We provide ex…

math.NA2024★ 50 cited

Stratified regression Monte-Carlo scheme for semilinear PDEs and BSDEs with large scale parallelization on GPUs

E. Gobet, J. G. López-Salas, P. Turkedjiev +1

In this paper, we design a novel algorithm based on Least-Squares Monte Carlo (LSMC) in order to approximate the solution of discrete time Backward Stochastic Differential Equation…

math.NA2024★ 7 cited

Quasi-Regression Monte-Carlo scheme for semi-linear PDEs and BSDEs with large scale parallelization on GPUs

E. Gobet, J. G. López-Salas, C. Vázquez

In this article we design a novel quasi-regression Monte Carlo algorithm in order to approximate the solution of discrete time backward stochastic differential equations (BSDEs), a…

math.NA2024

Numerical approximation of ergodic BSDEs using non linear Feynman-Kac formulas

Emmanuel Gobet, Adrien Richou, Lukasz Szpruch

In this work we study the numerical approximation of a class of ergodic Backward Stochastic Differential Equations. These equations are formulated in an infinite horizon framework…

q-fin.PR2022

Unbiasing and robustifying implied volatility calibration in a cryptocurrency market with large bid-ask spreads and missing quotes

Mnacho Echenim, Emmanuel Gobet, Anne-Claire Maurice

We design a novel calibration procedure that is designed to handle the specific characteristics of options on cryptocurrency markets, namely large bid-ask spreads and the possibili…