Description: In the insurance industry, machine learning models are increasingly used to make decisions that affect people's lives. In order to ensure that models are fair, they should be audited for bias. There are no hard and fast rules for bias audit; metrics that can be used to evaluate fairness vary depending on the context in which the model is deployed. In this session, we present a flexible framework that highlights key considerations in bias evaluation that can be adjusted to suit your process. In this session, we will learn about different metrics to assess fairness, discuss open source tools that can be used for bias audit, and walk through a case study.

Description: Presented at April 1986 Spring Meeting. Addresses whether actuaries working for plan sponsors are better than outside consultants, the professional responsibility that an in-house actuary must have, how the plan sponsor actuary provides analyses, and how the role of the plan sponsor member is evolving.

Description: A presentation of various views on establishing principles and practices for pension plan construction and valuation, in light of the passage of the Pension Reform Act. Presented at the Spring 1975 Meeting in Los Angeles.

Description: Transitioning from college life to actuarial practice can be intimidating for students. Even after almost four years of studying actuarial science, many still wonder “what does an actuary do all day?” Our capstone course, Actuarial Applications in Practice, is designed to bridge the gap by exposing students to projects similar to what they might encounter in their first years in the industry, including how to present their results in both written and oral presentation formats. The course also incorporates Ethics and Professionalism topics to give them the tools they need to make sure the job is done right.

Description: Panel discussion of alternative approaches to the design of reserve standards, to include those topics discussed in several recent papers and committee reports.

Description: Panel discussion on current issues, trends, and methodology in individual disability income insurance, including overinsurance, pricing, financial reporting, as well as efforts by professional associations to address these issues.

Description: Teaching session about forecasting techniques for evaluating alternative futures, and how to use these techniques in making policy decisions. From the 1978 Record of Society of Actuaries, Vol. 4, No. 3.

Description: This session from the 1993 Valuation Actuary Symposium polls the audience on different questions related to valuation actuary work. It also covers other issues including the impact of risk-based capital requirements on testing, HMO opinions and other general questions.

Description: This session from the 1994 Valuation Actuary Symposium provides an introduction and overview to the symposium including several NAIC-related activities, regulation XXX, proposed GGG regulation, and the entire life practice notes at the time.

Description: This session from the 1994 Valuation Actuary Symposium covers long term care and health related issues for valuation, an update from the Risk-Based Capital Task Force of the Academy on developing a risk-based capital formula for health coverages, an overview of the health practice notes.