ENBIS-23 Valencia Conference

Session

INVITED Spanish: New Challenges in Industry

12 Sept 2023, 11:05

2.9/2.10

Conveners

INVITED Spanish: New Challenges in Industry

• Maria Durban (Universidad Carlos III de Madrid)

46. Fair Solutions in Regression Models: A Bayesian Viewpoint

Pepa Ramirez Cobo (Universidad de Cádiz)

12/09/2023, 11:05

Other/special session/invited session

In today's society, machine learning (ML) algorithms have become fundamental tools that have evolved along with society itself in terms of their level of complexity. The application areas of ML cover all information technologies, many of them being directly related to problems with a high impact on human lives. As a result of these examples, where the effect of an algorithm has implications...

107. Complex Statistical Models for New Challenges in Life Insurance Industry

Maria Durban (Universidad Carlos III de Madrid)

12/09/2023, 11:35

Other/special session/invited session

The modelling and projecting of disease incidence and mortality rates is a problem of fundamental importance in epidemiology and population studies generally, and for the insurance and pensions industry in particular. Human mortality has improved substantially over the last century, but this manifest benefit has brought with it additional stress in support systems for the elderly, such as...

109. Monitoring Frameworks for ML Models

Alvaro Mendez (IBiDat)

12/09/2023, 12:05

Despite the advantages of ML models, their adoption in banking institutions is often limited due to regulatory restrictions. These regulations aim to ensure transparency and accountability in decision-making processes and tend to prioritize traditional models where interpretability and model stability are well established. This project studies the banking institution's existing workflow in...