Explainable AI in Finance
Artificial Intelligence (AI) is changing the world around us as AI applications grow. Every day in the Finance industry, AI systems are buying and selling millions of financial instruments, assessing insurance claims, assigning credit scores, optimising investment portfolios, etc. However, it is not enough for AI systems to perform well. We need to understand how they work so we can trust them enough to use them to their full potential.
The human brain inspires many of the advanced machine learning algorithms that power AI systems, yet they lack the human ability to explain their actions or reasoning. This is why research in the field of Explainable AI (XAI) is so crucial in helping us understand the rationale behind AI decision-making. In this session, hear from thought leaders in the field of AI as they discuss how XAI will be a critical factor in successful implementations for the finance industry but how regulations and risks may be the key obstacles preventing them from even entering the market.
Date: 19 August 2020, Wednesday
Time: 10:00am – 11:00am (Singapore Time / UTC+8)
Programme:
10:00am – 11:00am: Panel Discussion on Explainable AI in Finance with
Dr David Hardoon, Senior Advisor for Data and Artificial Intelligence, UnionBank Philippines
Dr Shonali Krishnaswamy, Chief Technology Officer, AIDA Technologies
Prof Manuel Morales, FinML Director and Professor, University of Montreal
Moderator: Sanjna Parasrampuria, Head - Applied Innovation (Asia), Refinitiv Labs
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