IRisk Lab Fall 2022 Projects
Algorithm Bias and Interpretable AI
Artificial Intelligence (AI) or Machine Learning (ML) algorithms, in the past few years, have been widely implemented in various industrial…
Federated Learning for Facilitating Privacy Preserving Collaboration
Due to privacy and data confidentiality concerns, today’s insurance industry is rife with the protectionism of proprietary data, which has…
Representation Learning for Insurance Products
The insurance industry has long known the importance of data, and the success of its business heavily relies on data…
Spatiotemporal Modeling on Foot Traffic Data to Unlock Auto Insurance Geo-risks
Foot traffic data is captured by various sources, such as smartphone APP, telematics devices in the vehicle, which can help…