Search Results for author: Panyi Dong

Found 2 papers, 0 papers with code

Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry

no code implementations22 Feb 2024 Panyi Dong, Zhiyu Quan, Brandon Edwards, Shih-han Wang, Runhuan Feng, Tianyang Wang, Patrick Foley, Prashant Shah

In such a way, FL is implemented as a privacy-enhancing collaborative learning technique that addresses the challenges posed by the sensitivity and privacy of data in traditional machine learning solutions.

Federated Learning Fraud Detection

Improving Business Insurance Loss Models by Leveraging InsurTech Innovation

no code implementations30 Jan 2024 Zhiyu Quan, Changyue Hu, Panyi Dong, Emiliano A. Valdez

Recent transformative and disruptive advancements in the insurance industry have embraced various InsurTech innovations.

Management

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