Search Results for author: Brian Hartman

Found 2 papers, 1 papers with code

mSHAP: SHAP Values for Two-Part Models

1 code implementation16 Jun 2021 Spencer Matthews, Brian Hartman

Since insurance is required for registering a car, obtaining a mortgage, and participating in certain businesses, it is especially important that the models which price insurance policies are fair and non-discriminatory.

Vocal Bursts Valence Prediction

Synthesizing Property & Casualty Ratemaking Datasets using Generative Adversarial Networks

no code implementations13 Aug 2020 Marie-Pier Cote, Brian Hartman, Olivier Mercier, Joshua Meyers, Jared Cummings, Elijah Harmon

We compare the three different GANs on various aspects: ability to reproduce the original data structure and predictive models, privacy, and ease of use.

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