Aitor Muguruza

Imperial College London

South Kensington Campus

Exhibition Road

London, Greater London SW7 2AZ

United Kingdom

Kaiju Capital Management

  • Imperial College London

  • Kaiju Capital Management

SCHOLARLY PAPERS

7

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5,741

SSRN CITATIONS
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Top 22,250

in Total Papers Citations

27

CROSSREF CITATIONS

17

Ideas:
“  rough Stochastic volatility models  ”

  • Imperial College London

  • Kaiju Capital Management

Scholarly Papers (7)

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1.

Deep Learning Volatility

Number of pages: 32 Posted: 07 Feb 2019 Last Revised: 20 Jul 2021
Blanka Horvath, Aitor Muguruza and Mehdi Tomas
ETH Zürich - Department of Mathematics, Imperial College London and Ecole Polytechnique
Downloads 4,359 (3,138)
Citation 33

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Rough volatility, volatility modelling, Volterra process, machine learning, accurate price approximation, calibration, model assessment, Monte Carlo

2.

Portfolio Optimisation With Options

Number of pages: 25 Posted: 01 Feb 2022
Jonathan Chan, Thomas Huckle, Antoine (Jack) Jacquier and Aitor Muguruza
Kaiju Capital Management, Kaiju Capital Management, Imperial College London and Imperial College London
Downloads 344 (123,628)

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Options portfolio, modern portfolio theory, copulas, tail dependence

3.

Clustering Market Regimes Using the Wasserstein Distance

Number of pages: 37 Posted: 25 Oct 2021
Blanka Horvath, Zach Issa and Aitor Muguruza
ETH Zürich - Department of Mathematics, King's College London - Faculty of Natural and Mathematical Sciences and Imperial College London
Downloads 323 (132,246)

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Stochastic processes, numerical methods, stochastic volatility models, regime classification, unsupervised learning

4.

Not so Particular about Calibration: Smile Problem Resolved

Number of pages: 18 Posted: 20 Oct 2019 Last Revised: 07 May 2020
Aitor Muguruza
Imperial College London
Downloads 303 (141,418)
Citation 1

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Local Stochastic Volatility, Hybrid Models, Monte Carlo methods, Rough volatility

5.

On VIX Futures in the Rough Bergomi Model

Number of pages: 21 Posted: 19 Jan 2017
Antoine (Jack) Jacquier, Claude Martini and Aitor Muguruza
Imperial College London, Zeliade Systems and Imperial College London
Downloads 193 (218,809)
Citation 9

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Implied volatility, fractional Brownian motion, rough Bergomi, VIX Futures, VIX smile

6.

Functional Central Limit Theorems for Rough Volatility

Number of pages: 30 Posted: 30 Nov 2017 Last Revised: 10 May 2019
Blanka Horvath, Antoine (Jack) Jacquier and Aitor Muguruza
ETH Zürich - Department of Mathematics, Imperial College London and Imperial College London
Downloads 149 (272,023)
Citation 15

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functional limit theorems, Gaussian processes, invariance principles, fractional Brownian motion, rough volatility, binomial trees

7.

Asymptotics for Volatility Derivatives in Multi-Factor Rough Volatility Models

Number of pages: 28 Posted: 01 Apr 2019
Chloe Lacombe, Aitor Muguruza and Henry Stone
Imperial College London, Imperial College London and Department of Mathematics, Imperial College London
Downloads 70 (448,046)

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rough volatility,VIX, large deviations, realized variance, small-time asymptotics, Gaussian measure, reproducing kernel Hilbert space