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Select Publications

Media

Huang F, 2025, Achieving Fairness in Data-driven Decision Making, https://www.actuaries.asn.au/research-analysis/achieving-fairness-in-data-driven-decision-making

Huang F, 2024, This is why your insurance premiums keep going up, https://360info.org/this-is-why-your-insurance-premiums-keep-going-up/

Huang F; Xin X, 2022, Anti-discrimination insurance pricing: Regulations, fairness criteria and models, https://www.actuaries.digital/2022/05/16/anti-discrimination-insurance-pricing-regulations-fairness-criteria-and-models/

Huang F; Liu K; Yu J, 2022, UNSW Data Analytics Sandbox empowers young actuaries to help solve industry problems, https://www.actuaries.digital/2022/05/06/unsw-data-analytics-sandbox-empowers-young-actuaries-to-help-solve-industry-problems/

Preprints

Huang F; Hooker G, 2026, Fairness Testing for Algorithmic Pricing, http://dx.doi.org/10.2139/ssrn.6738919

Xin X; Hooker G; Huang F, 2024, Why You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plots, http://dx.doi.org/10.48550/arxiv.2404.18702

Fu B; Huang F; Maller R, 2022, Modelling Australian Life Tables with Advanced Ages, http://dx.doi.org/10.2139/ssrn.4020309

Frees EW; Huang F, 2020, The Discriminating (Pricing) Actuary, http://dx.doi.org/10.2139/ssrn.3592475

Zhang X; Huang F; Hui F; Haberman S, Cause-of-Death Mortality Forecasting Using Adaptive Penalized Tensor Decompositions, http://dx.doi.org/10.2139/ssrn.3943888


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