5 citations · 5 across the 1 of their papers we have counts for
2 papers
math.PR2026★ 5 cited
Signature SDEs from an affine and polynomial perspective
Christa Cuchiero, Sara Svaluto-Ferro, Josef Teichmann
Signature stochastic differential equations (SDEs) constitute a large class of stochastic processes, here driven by Brownian motions, whose characteristics are linear maps of their…
stat.ML2025
Global universal approximation of functional input maps on weighted spaces
Christa Cuchiero, Philipp Schmocker, Josef Teichmann
We introduce so-called functional input neural networks defined on a possibly infinite dimensional weighted space with values also in a possibly infinite dimensional output space.…