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QuantMinds International
17 - 20 November 2025
InterContinental O2London

Blanka Horvath
Associate Professor in Mathematical and Computational Finance at University of Oxford
Speaker

Profile

Blanka Horvath is an Associate Professor in Mathematical and Computational Finance at University of Oxford.

Blanka holds a PhD in Financial Mathematics from ETH Zurich, a postgraduate degree (Diplom) in Mathematics from the University of Bonn, and an MSc in Economics from The University of Hong Kong. In her research she lays a particular emphasis on the applicability of her research and maintains close collaborations with the industry, including: JP Morgan, Deutsche Bank, Zeliade Systems and AXA.

Her research interests are in the area of Stochastic Analysis and Mathematical Finance. They include (but not limited to)

  • Numerical methods as well as machine learning techniques for option pricing, forecasting and simulation.
  • Laplace methods on Wiener space and heat kernel expansions.
  • Smile asymptotics for local- and stochastic volatility models with a particular emphasis on rough volatility models and also SABR-type models.

Agenda Sessions

  • Chair's welcome remarks

    08:50
  • Elements of deep learning

    09:00
  • Deep learning for pricing and hedging

    11:00
  • Deep calibration

    13:30
  • Generative models

    15:30
  • Chair's closing remarks

    17:00