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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 a Lecturer at King's College London in the Financial Mathematics group, and an Honorary Lecturer in the Department of Mathematics at Imperial College London.

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