output
20052025
most citedDegenerate parabolic stochastic partial differential equations: Quasilinear case

90 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2017Show all

3 papers · 1 filter

math.ST2017★ 6 cited

Optimization by gradient boosting

Gérard Biau, Benoît Cadre

Gradient boosting is a state-of-the-art prediction technique that sequentially produces a model in the form of linear combinations of simple predictors---typically decision trees--…

math.NA2017★ 15 cited

Exotic aromatic B-series for the study of long time integrators for a class of ergodic SDEs

Adrien Laurent, Gilles Vilmart

We introduce a new algebraic framework based on a modification (called exotic) of aromatic Butcher-series for the systematic study of the accuracy of numerical integrators for the…

math.NA2017★ 3 cited

Nonlinear Geometric Optics Based Multiscale Stochastic Galerkin Methods for Highly Oscillatory Transport Equations with Random Inputs

Nicolas Crouseilles, Shi Jin, Mohammed Lemou +1

We develop generalized polynomial chaos (gPC) based stochastic Galerkin (SG) methods for a class of highly oscillatory transport equations that arise in semiclassical modeling of n…