Search Results for author: Ivan Guo

Found 8 papers, 1 papers with code

Macroscopic Market Making

no code implementations26 Jul 2023 Ivan Guo, Shijia Jin, Kihun Nam

We propose the macroscopic market making model \`a la Avellaneda-Stoikov, using continuous processes for orders instead of discrete point processes.

Point Processes

Simultaneous upper and lower bounds of American option prices with hedging via neural networks

1 code implementation24 Feb 2023 Ivan Guo, Nicolas Langrené, Jiahao Wu

In this paper, we introduce two methods to solve the American-style option pricing problem and its dual form at the same time using neural networks.

Superhedging duality for multi-action options under model uncertainty with information delay

no code implementations29 Nov 2021 Anna Aksamit, Ivan Guo, Shidan Liu, Zhou Zhou

We consider the superhedging price of an exotic option under nondominated model uncertainty in discrete time in which the option buyer chooses some action from an (uncountable) action space at each time step.

Optimal transport for model calibration

no code implementations5 Jul 2021 Ivan Guo, Gregoire Loeper, Jan Obloj, Shiyi Wang

We provide a survey of recent results on model calibration by Optimal Transport.

On Stochastic Partial Differential Equations and their applications to Derivative Pricing through a conditional Feynman-Kac formula

no code implementations28 Jun 2021 Kaustav Das, Ivan Guo, Grégoire Loeper

In a multi-dimensional diffusion framework, the price of a financial derivative can be expressed as an iterated conditional expectation, where the inner conditional expectation conditions on the future of an auxiliary process that enters into the dynamics for the spot.

Joint Modelling and Calibration of SPX and VIX by Optimal Transport

no code implementations5 Apr 2020 Ivan Guo, Gregoire Loeper, Jan Obloj, Shiyi Wang

This paper addresses the joint calibration problem of SPX options and VIX options or futures.

Valuation of contingent claims with short selling bans under an equal-risk pricing framework

no code implementations11 Oct 2019 Guiyuan Ma, Song-Ping Zhu, Ivan Guo

This paper studies the valuation of European contingent claims with short selling bans under the equal risk pricing (ERP) framework proposed in Guo and Zhu (2017) where analytical pricing formulae were derived in the case of monotonic payoffs under risk-neutral measures.

ERP

Calibration of Local-Stochastic Volatility Models by Optimal Transport

no code implementations15 Jun 2019 Ivan Guo, Gregoire Loeper, Shiyi Wang

In this paper, we study a semi-martingale optimal transport problem and its application to the calibration of Local-Stochastic Volatility (LSV) models.

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