Benjamin Avanzi

According to our database, Benjamin Avanzi authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Reinforcement Learning for Micro-Level Claims Reserving.

Benjamin Avanzi, Ronald Richman, Bernard Wong, Mario V. Wüthrich, Yagebu Xie

CoRR, January, 2026

On the use of case estimate and transactional payment data in neural networks for individual loss reserving.

Benjamin Avanzi, Matthew Lambrianidis, Greg Taylor, Bernard Wong

CoRR, January, 2026

2025

Machine Learning with Multitype Protected Attributes: Intersectional Fairness through Regularisation.

Ho Ming Lee, Katrien Antonio, Benjamin Avanzi, Lorenzo Marchi, Rui Zhou

CoRR, September, 2025

2024

Distributional Refinement Network: Distributional Forecasting via Deep Learning.

Benjamin Avanzi, Eric Dong, Patrick J. Laub, Bernard Wong

CoRR, 2024

2023

Cyber Insurance Risk: Reporting Delays, Third-Party Cyber Events, and Changes in Reporting Propensity - An Analysis Using Data Breaches Published by U.S. State Attorneys General.

Benjamin Avanzi, Xingyun Tan, Greg Taylor, Bernard Wong

CoRR, 2023

Machine Learning with High-Cardinality Categorical Features in Actuarial Applications.

Benjamin Avanzi, Greg Taylor, Melantha Wang, Bernard Wong

CoRR, 2023

2021

Modelling and understanding count processes through a Markov-modulated non-homogeneous Poisson process framework.

Benjamin Avanzi, Greg Taylor, Bernard Wong, Alan Xian

Eur. J. Oper. Res., 2021

On the optimality of joint periodic and extraordinary dividend strategies.

Benjamin Avanzi, Hayden Lau, Bernard Wong

Eur. J. Oper. Res., 2021