118 citations · 118 across the 2 of their papers we have counts for
3 papers
Agentic AI and Retrieval-Augmented Models in Straight-Through Underwriting
Robert Richardson, Josh Meyers, Brian Hartman +1
Artificial intelligence (AI) is beginning to reshape actuarial practice, particularly in domains that require reasoning over unstructured documents, heterogeneous data sources, and…
Molecular representation learning with language models and domain-relevant auxiliary tasks
Benedek Fabian, Thomas Edlich, Héléna Gaspar +4
We apply a Transformer architecture, specifically BERT, to learn flexible and high quality molecular representations for drug discovery problems. We study the impact of using diffe…
Synthesizing Property & Casualty Ratemaking Datasets using Generative Adversarial Networks
Marie-Pier Cote, Brian Hartman, Olivier Mercier +3
Due to confidentiality issues, it can be difficult to access or share interesting datasets for methodological development in actuarial science, or other fields where personal data…