no code implementations • 18 Oct 2023 • Damien Ackerer, Julien Hugonnier, Urban Jermann
In particular, we show that the futures price is given by the risk-neutral expectation of the spot sampled at a random time that reflects the intensity of the price anchoring.
no code implementations • NeurIPS 2020 • Damien Ackerer, Natasa Tagasovska, Thibault Vatter
Atypically to standard NN applications, financial industry practitioners use such models equally to replicate market prices and to value other financial instruments.
1 code implementation • NeurIPS 2019 • Natasa Tagasovska, Damien Ackerer, Thibault Vatter
We introduce the vine copula autoencoder (VCAE), a flexible generative model for high-dimensional distributions built in a straightforward three-step procedure.
no code implementations • 25 Nov 2017 • Damien Ackerer, Damir Filipovic
We derive analytic series representations for European option prices in polynomial stochastic volatility models.
no code implementations • 24 May 2016 • Damien Ackerer, Damir Filipović
We introduce a novel class of credit risk models in which the drift of the survival process of a firm is a linear function of the factors.