Accelerating Derivative Valuations Using AI
Traditional valuation techniques often use expensive methods like numerical integration and Monte Carlo simulation. In this video, Sebastian Hahn, AI Lead, explains how Quantifi & Intel have taken a conventional model for the valuation of credit options and trained an Artificial Neural Network (ANN) to perform the same valuations achieving a speedup of 700x.

Traditional valuation techniques often use expensive methods like numerical integration and Monte Carlo simulation. In this video, Sebastian Hahn, AI Lead, explains how Quantifi & Intel have taken a conventional model for the valuation of credit options and trained an Artificial Neural Network (ANN) to perform the same valuations achieving a speedup of 700x.

An improvement of 700x opens up the possibility for financial institutions to move from overnight batch risk calculations to live risk calculations transforming the ways in which they can manage risk.

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Whitepapers

Intel & Quantifi Accelerate Derivative Valuations by 700x Using AI on Intel Processors

Portfolio managers and traders that use over the counter (OTC) derivatives often lack an accurate real-time view of the valuations and risk of their derivative positions, especially when trading exotic derivatives. Unlike liquid securities or exchange traded products, there is not always a market price available for OTC derivatives. These products therefore need to be valued according to models that accurately calculate their theoretical fair value.

Videos

Intel Coffee Chat: AI, Analytics & Risk Analysis

Quantifi recently took part in Intel's Coffee Chat series to discuss their partnership with Intel. In this video, Intel Vice President, Pete Baker discusses risk analysis, analytics and artificial intelligence on Intel architecture in the financial services sector with Sebastian Hahn, AI Lead, Quantifi.

Blog

How Can Artificial Intelligence Be Used To Accelerate Derivatives Valuations?

Quantifi recently took part in Intel's Coffee Chat series to discuss their partnership and collaboration with Intel. This Q&A was taken from the video series where Intel Vice President, Pete Baker, discusses risk analysis, analytics and artificial intelligence on Intel architecture in the financial services sector with Sebastian Hahn, AI Lead, Quantifi.

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