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AI / Data Science
Pricing of Reverse Mortgages through Machine Learning: new opportunities for the actuaries
Speakers: Gabriella Piscopo
May 21, 2019
Related Resources
Members Only
AI / Data Science
PBSS: AI for Pension Funds: Insights and Use Cases
Unlock how Artificial Intelligence is reshaping pensions and social security work. Join us for an insightful session featuring leading actuarial AI expert Ronald Richman, who will share practical applications of AI in longevity modelling, experience analysis, and actuarial workflow automation. This webinar will highlight real-world use insights, emerging opportunities, and what actuaries doing work in pensions and social security need to know to stay ahead in an AI-driven future.
Be sure to join us for what promises to be an informative and engaging discussion.
Speaker: Ronald Richman
Moderator: John Anderson
Be sure to join us for what promises to be an informative and engaging discussion.
Speaker: Ronald Richman
Moderator: John Anderson
Members Only
AI / Data Science
Introducing AI in Pension Planning – A Comparative Study of Deep Learning and Fuzzy Mamdani Inference Systems for Estimating Replacement Rates
Introducing AI in Pension Planning: A Comparative Study of Deep Learning and Fuzzy Mamdani Inference Systems for Estimating Replacement Rates
Funded pensions have gained considerable attention as a strategy for securing supplementary income in retirement. This presentation aims to provide a comparative analysis of two methods for estimating the replacement rate: a deep learning model and a Fuzzy Mamdani Inference System (FIS). Since AI has gained considerable ground in the actuarial universe, an obvious step would be to investigate AI techniques, such as neural networks and fuzzy logic, in the realm of pension planning. Initial results indicate that these methods provide accurate estimations, warranting further analysis.
Speaker: Georgios Symeonidis
Moderator: Jennifer Alonso Garcia
Funded pensions have gained considerable attention as a strategy for securing supplementary income in retirement. This presentation aims to provide a comparative analysis of two methods for estimating the replacement rate: a deep learning model and a Fuzzy Mamdani Inference System (FIS). Since AI has gained considerable ground in the actuarial universe, an obvious step would be to investigate AI techniques, such as neural networks and fuzzy logic, in the realm of pension planning. Initial results indicate that these methods provide accurate estimations, warranting further analysis.
Speaker: Georgios Symeonidis
Moderator: Jennifer Alonso Garcia
Members Only
Actuarial Standards
Exploring the European Union’s AI Act
This webinar will explore the pioneering legislation of the European Union’s AI Act, the world’s first comprehensive regulatory framework for artificial intelligence. It delves into the AI Act’s risk-based approach to categorising AI systems, its implications for the insurance and risk management sectors, and its specific relevance to actuarial practices, offering actionable insights for actuaries to align compliance efforts with responsible AI deployment.
The discussion emphasises the role of actuaries in ensuring AI systems are transparent, ethical, and aligned with societal and organisational goals. The insights provided aim to guide professionals in navigating the complexities of AI governance while leveraging its potential to innovate and manage risks effectively.
Speakers: Bogdan Tautan and Esko Kivisaari
Session Moderator: Raffaello Marcelloni
Speakers: Bogdan Tautan and Esko Kivisaari
Session Moderator: Raffaello Marcelloni
Members Only
AI / Data Science
Model Risk Management For Rapid Decisions
Have actuaries closed the gaps from the challenge to “Open the BlackBox”, or are users still stuck in the dark?
This webinar takes on the IAA’s latest observations on actuarial model risk management in the banking and insurance/pension sectors. It will touch upon the maturity and direction of travel of actuarial model management, in the context where rapid decisions are called upon in complex and volatile times.
This is a practical presentation. It shall provide a refresher on model life-cycle management. It will also highlight observations on existing roadblocks for actuaries and model risk developments in mature markets.
This webinar takes on the IAA’s latest observations on actuarial model risk management in the banking and insurance/pension sectors. It will touch upon the maturity and direction of travel of actuarial model management, in the context where rapid decisions are called upon in complex and volatile times.
This is a practical presentation. It shall provide a refresher on model life-cycle management. It will also highlight observations on existing roadblocks for actuaries and model risk developments in mature markets.
