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Explicit stabilised gradient descent for faster strongly convex optimisation Eftekhari, Armin; Vandereycken, Bart; Vilmart, Gilles; Zygalakis, Konstantinos C. 2021
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Fast Langevin based algorithm for MCMC in high dimensions Durmus, Alain; Roberts, Gareth O.; Vilmart, Gilles; Zygalakis, Konstantinos C. 2017
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Long time accuracy of Lie-Trotter splitting methods for Langevin dynamics Abdulle, Assyr; Vilmart, Gilles; Zygalakis, Konstantinos C. 2015
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High Order Numerical Approximation of the Invariant Measure of Ergodic SDEs Abdulle, Assyr; Vilmart, Gilles; Zygalakis, Konstantinos C. 2014
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Mean-square A-stable diagonally drift-implicit integrators of weak second order for stiff Itô stochastic differential equations Abdulle, Assyr; Vilmart, Gilles; Zygalakis, Konstantinos C. 2013
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Weak Second Order Explicit Stabilized Methods for Stiff Stochastic Differential Equations Abdulle, Assyr; Vilmart, Gilles; Zygalakis, Konstantinos C. 2013
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High Weak Order Methods for Stochastic Differential Equations Based on Modified Equations Abdulle, Assyr; Cohen, David; Vilmart, Gilles; Zygalakis, Konstantinos C. 2012