Title: Towards Quantum Advantage in the Financial Service Sector Dr. Stefan Woerner (IBM Research Zurich) Abstract: Quantum computing promises speed-ups for several applications relevant in the financial service sector. In this talk, we will discuss some quantum algorithms to speed up Monte Carlo simulation as well as quantum heuristics for combinatorial optimization and machine learning. Applications in pricing & risk analysis, portfolio optimization, and fraud detection will be analyzed with respect to the potential quantum advantages as well as expected requirements to realize it.
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