Search Results for author: Damien Ackerer

Found 5 papers, 1 papers with code

Perpetual Futures Pricing

no code implementations18 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.

Deep Smoothing of the Implied Volatility Surface

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.

Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders

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.

Decoder Vocal Bursts Intensity Prediction

Option Pricing with Orthogonal Polynomial Expansions

no code implementations25 Nov 2017 Damien Ackerer, Damir Filipovic

We derive analytic series representations for European option prices in polynomial stochastic volatility models.

Linear Credit Risk Models

no code implementations24 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.

Time Series Time Series Analysis

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