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math.PR2025
Efficient Simulation of Hawkes Processes using their Affine Volterra Structure
Eduardo Abi Jaber, Elie Attal, Dimitri Sotnikov
We introduce a novel and efficient simulation scheme for Hawkes processes on a fixed time grid, leveraging their affine Volterra structure. The key idea is to first simulate the in…
math.PR2025
Exponentially Fading Memory Signature
Eduardo Abi Jaber, Dimitri Sotnikov
We introduce the exponentially fading memory (EFM) signature, a time-invariant transformation of an infinite (possibly rough) path that serves as a mean-reverting analogue of the c…
math.PR2025
From Hyper Roughness to Jumps as
Eduardo Abi Jaber, Elie Attal, Mathieu Rosenbaum
We investigate the weak limit of the hyper-rough square-root process as the Hurst index goes to . This limit corresponds to the fractional kernel losing…