activity
20192026
most citedA neural network-based framework for financial model calibration

66 citations · 77 across the 21 of their papers we have counts for

collaborators
Showing 2022Show all

8 papers · 1 filter

q-fin.RM2022

Accelerated Computations of Sensitivities for xVA

Griselda Deelstra, Lech A. Grzelak, Felix L. Wolf

Exposure simulations are fundamental to many xVA calculations and are a nested expectation problem where repeated portfolio valuations create a significant computational expense. S…

q-fin.CP2022★ 1 cited

Randomization of Short-Rate Models, Analytic Pricing and Flexibility in Controlling Implied Volatilities

Lech A. Grzelak

We focus on extending existing short-rate models, enabling control of the generated implied volatility while preserving analyticity. We achieve this goal by applying the Randomized…

q-fin.CP2022

On Pricing of Discrete Asian and Lookback Options under the Heston Model

Leonardo Perotti, Lech A. Grzelak

We propose a new, data-driven approach for efficient pricing of - fixed- and float-strike - discrete arithmetic Asian and Lookback options when the underlying process is driven by…

q-fin.CP2022

Efficient Wrong-Way Risk Modelling for Funding Valuation Adjustments

T. van der Zwaard, L. A. Grzelak, C. W. Oosterlee

Wrong-Way Risk (WWR) is an important component in Funding Valuation Adjustment (FVA) modelling. Yet, the standard assumption is independence between market risks and the counterpar…

q-fin.CP2022

On Randomization of Affine Diffusion Processes with Application to Pricing of Options on VIX and S&P 500

Lech A. Grzelak

The class of Affine (Jump) Diffusion (AD) has, due to its closed form characteristic function (ChF), gained tremendous popularity among practitioners and researchers. However, ther…

q-fin.RM2022

Sensitivities and Hedging of the Collateral Choice Option

Griselda Deelstra, Lech A. Grzelak, Felix L. Wolf

The collateral choice option allows a collateral-posting party the opportunity to change the type of security in which the collateral is deposited. Due to non-zero collateral basis…

q-fin.CP2022★ 1 cited

Efficient Pricing and Calibration of High-Dimensional Basket Options

Lech A. Grzelak, Juliusz Jablecki, Dariusz Gatarek

This paper studies equity basket options -- i.e., multi-dimensional derivatives whose payoffs depend on the value of a weighted sum of the underlying stocks -- and develops a new a…

q-fin.CP2022★ 4 cited

Relevance of Wrong-Way Risk in Funding Valuation Adjustments

T. van der Zwaard, L. A. Grzelak, C. W. Oosterlee

In March 2020, the world was thrown into financial distress. This manifested itself in increased uncertainty in the financial markets. Many interest rates collapsed, and funding sp…