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Page 3 of 237 (2367 Results)
Members Only
Multiple Yield Curve Modeling and Forecasting using Deep Learning
We introduce some deep learning models that simultaneously describe the dynamics of several yield curves. We aim to learn the dependence structure among the different yield curves induced by the globalization of financial markets and exploit it to produce more accurate forecasts. By combining the self-attention mechanism and nonparametric quantile regression, our model generates both point and interval forecasts of future yields. The architecture is designed to avoid quantile crossing issues affecting multiple quantile regression models. Numerical experiments conducted on two different datasets confirm the effectiveness of our approach. Finally, we explore potential extensions and enhancements by incorporating deep ensemble methods and transfer learning mechanisms.

Speaker: Salvatore Scognamiglio

Moderator: Brian Fannin
September 25, 2025
Pricing Health and Life Insurance Products – A Practical Tool
The microinsurance market is an area with a need for insurance solutions to help manage the risks of low-income and underserved populations. Although there is high demand and a growing market, the microinsurance market has limited tools and actuarial expertise applied in the space. A microinsurance-focused pricing toolkit was developed as part of the Global Actuarial Initiative (GAIN) partnership between Milliman and the United Nations Development Programme (UNDP) to build actuarial expertise in developing countries. The intention of this tool is to equip microinsurance practitioners on the technical aspects to be considered when pricing life and hospital-cash health products. It is not intended to be used to derive or determine the rates to be charged in any one market. Objective This session introduces and provides a technical overview of the microinsurance pricing models (one for hospital cash and one life) developed through GAIN and focuses on key principles of pricing in microinsurance with considerations inherent in pricing a sustainable inclusive insurance product. Audience: • Actuaries and actuarial students • Technical staff (i.e. data management, underwriting, product development) working in microinsurance • Insurtech innovators • Microinsurance providers and distributors
September 23, 2025
An Actuarial Practice Guide to The Internal Capital Adequacy Assessment Process (ICAAP)
The fundamental question that the Internal Capital Adequacy Assessment Process or ICAAP seeks to address is: “Will the board be able to distribute its forecasted dividend payout to ordinary shareholders, whilst meeting its regulatory constraints (across capital, liquidity, funding and leverage)?” In order to address this question, the bank must assess the Institutions: • Business model and operating environment • Material risk profile • Risk Appetite statement • Capital planning and forecasting • Enterprise-Wide Stress Testing (EWST); and • Management action (risk mitigation plan) to provide a sufficient level of assurance to The Board that the Institution’s reputation will be preserved in-light of the forward-looking market disclosure.
September 18, 2025
Precision for Protection? Actuary’s Edge in Microinsurance Pricing
This webinar explores the vital role actuaries play in the microinsurance sector, with a focus on developing and pricing sustainable and inclusive products. Speakers discuss the challenges of limited actuarial capacity and data in low- and middle-income countries, and how these gaps impact affordability and access. The session highlights practical actuarial tools and resources that can support inclusive insurance solutions while addressing risk management needs. It also examines how actuaries can help bridge the capacity gap to better serve vulnerable populations. This event serves as a launchpad for a more technical session on microinsurance pricing tools. Speaker: Lorenzo Chan Moderator: Queenie Chow Panelist: Jeff Blacker, Diana Almoro, Iker Llabres, Liza Maru-Chelimo, and Roelof Coertze
September 10, 2025
Model Risk Management and Ethical AI Adoption
This webinar brings together two critical themes shaping the future of actuarial work: model risk management and the ethical adoption of AI. Matthew Byrne opens the session by examining key model risks with a focus on emerging risks from AI and complex models. He shares practical insights from real-world experience on model risk management. The session also discusses the evolving role of actuaries in leading model risk management and ethical AI adoption. Fei Huang follows with a comprehensive framework for ethical AI adoption in actuarial practice, aligned with the AI lifecycle—from problem definition and data collection to modelling, evaluation, and deployment. She maps these steps to the actuarial control cycle and offers practical guidance and research resources for actuaries designing or reviewing data-driven decision-making. Case studies illustrate common pitfalls of AI and black-box models, along with strategies to mitigate risk and support responsible adoption.
August 28, 2025
Members Only
ESG Risk – Learnings from the Banks
ESG Risk – Learnings from the Banks
As global stakeholders intensify their focus on environmental, social, and governance (ESG) performance, financial institutions are emerging as both catalysts and case studies in the ESG transition journey. This webinar, "ESG Risk: Learnings from the Banks", explores how leading banks have navigated the complex shift from ESG intention to execution. Drawing on real-world strategies, governance structures, and disclosure practices, we will unpack key lessons from the sector—ranging from integrating ESG risk into credit assessment and capital allocation to tackling data gaps and aligning with regulatory frameworks like the ISSB and EBA Guidelines. Join us to uncover what the banks have done right, where challenges remain, and what these insights mean for your organization’s ESG roadmap.

Speakers: Andries Schutte and Lizette Strauss
August 27, 2025
Members Only
Better Healthcare and lower cost? Real examples of using AI to improve the delivery of Healthcare
As healthcare systems strive to deliver better outcomes at lower costs, artificial intelligence (AI) is proving to be a powerful enabler of transformation. This webinar, tailored for actuaries, showcases real-world applications of AI improving delivery, enhancing outcomes, and reducing costs.

We will hear from Tanya Dillard Stark, SVP at CirrusMD, a pioneer in chat-first virtual care, and Stephen Bonner, CEO of SkinIO, whose AI platform enables early skin cancer detection via smartphone-based exams.

Attendees will explore how AI is reshaping risk assessment, cost forecasting, and care navigation, with practical insights into the actuarial implications of these advancements. Join us to learn how actuaries can play a pivotal role in leveraging AI to build a more efficient, equitable healthcare system.

Speakers: Tanya Dillard and Stephen Bonner
Session moderators: Lisa Morgan and Willem Claasen
August 26, 2025
Members Only
ASTIN Webinar: Incident-Specific Cyber Insurance
ASTIN Webinar: Incident-Specific Cyber Insurance
In this webinar presentation, our speakers will explore how cyber insurance products are structured to cover different types of incidents such as data breaches and ransomware attacks, each with their own limits and deductibles. They will also discuss how real-world data can help design these products to better serve both insurers and policyholders.


Speakers: Linfeng Zhang and Wing Fung Chong
Session Moderator: Brian Fannin
August 20, 2025
Parametric Insurance – Innovating Risk Protection for a Changing Climate
As climate risks intensify, the need for timely, scalable, and efficient risk-transfer solutions has never been greater. Parametric insurance is emerging as a vital innovation in the insurance space, offering pre-agreed payouts based on the occurrence of a triggering event, such as a natural disaster or extreme weather threshold, rather than on measured losses. Unlike traditional indemnity-based models, parametric insurance ensures rapid claim settlements and greater transparency, making it particularly suitable for underserved markets and vulnerable populations. This webinar explores the growing relevance of parametric insurance in the context of climate resilience and sustainable development. It will cover the fundamentals of parametric insurance design, how triggers are selected and validated, pricing mechanisms, and the importance of high-quality data. The session will also explore the real-world implications for policymakers, regulators, and insurance providers especially in regions prone to climate-related shocks like droughts, floods, and cyclones. Participants will gain insights into: • What is Parametric Insurance and how it differs from traditional models. • Key design elements: triggers, thresholds, and payout structures. • Opportunities and limitations in deploying parametric products in agriculture, health, and disaster risk financing. • The role of actuaries, regulators, and technology in scaling parametric insurance for inclusive growth. This session is highly relevant for actuaries, development practitioners, regulators, and policymakers seeking to understand how innovative insurance tools can drive resilience and adaptive capacity in vulnerable communities.
August 6, 2025
Members Only
GPU’s for Actuarial Modeling, Hype or Hyper-drive?
This presentation will investigate if GPU technology is all hype or if it will be bringing the actuarial modeling space into hyper-drive. Learn about the history of actuarial computing, why GPU’s make sense for actuarial computations, what are the challenges and benefits of GPU’s and if GPU’s truly are the answer, what are the options available for insurers.

Speaker: Martin Brandt, FSA, FCIA
Session Moderator: Ernst Visser
July 31, 2025