Talks and presentations

The Trilemma of Fairness in P&C Pricing

July 22, 2026

Invited session, 61st Actuarial Research Conference (AAA invited session),

Invited AAA session at the 61st Actuarial Research Conference, presenting the trilemma of fairness in P&C pricing to an audience from actuarial organizations, academia, and industry.

Profiling Actuarial Discrimination via Causal Decomposition

July 02, 2026

Scientific talk, 29th International Congress on Insurance: Mathematics and Economics, Sungkyunkwan University, Seoul, South Korea

Academic presentation of the causal decomposition working paper at the 29th International Congress on Insurance: Mathematics and Economics, hosted by Sungkyunkwan University.

Le trilemme de l’équité en tarification IARD

May 29, 2026

Industry talk, Association des actuaires en IARD du Québec (AAIARD), Québec, QC, Canada

Presentation to Québec’s P&C actuaries, with Marie-Pier Côté, covering the governance trilemma, the statistical perspective on fairness, and the scalable toolbox.

Profiling Actuarial Discrimination via Causal Decomposition

May 26, 2026

Invited seminar, STATQAM seminar, Université du Québec à Montréal, Montréal, QC, Canada

Invited seminar covering two working papers, causal decomposition of actuarial discrimination and confounding bias in insurance pricing, to an academic audience.

A Causal Perspective on Fairness in Insurance Pricing

January 28, 2026

Invited seminar, Department of Mathematics, Stockholm University, Stockholm, Sweden

Invited seminar during a research stay, covering the causal perspective on fairness in insurance pricing, to an academic audience.

A Fair price to pay: Exploiting causal graphs for fairness in insurance

July 30, 2025

Scientific talk, 60th Actuarial Research Conference (AAA invited panel), Toronto, Canada

Invited AAA panel at the 60th Actuarial Research Conference, with Marie-Pier Côté and Arthur Charpentier, on A fair price to pay. Audience from actuarial organizations, academia, industry, and policymakers.

A Scalable Toolbox for Exposing Indirect Discrimination in Insurance Rates

July 29, 2025

Scientific talk, 60th Actuarial Research Conference (CAS invited session), Toronto, Canada

Invited CAS session at the 60th Actuarial Research Conference, with Marie-Pier Côté and Arthur Charpentier, covering the scalable toolbox, A fair price to pay, and the selection bias paper. Audience from actuarial organizations, academia, industry, and policymakers.