Essays about: "Samuel Tober"

Found 2 essays containing the words Samuel Tober.

  1. 1. Investigating the Use of Deep Learning Models for Transactional Underwriting

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Samuel Tober; [2022]
    Keywords : Tabular Data; Deep Learning; Explainable Machine Learning; Underwriting; Tabelldata; Djupinlärning; Förklaringsbar maskininlärning; Underwriting;

    Abstract : Tabular data is the most common form of data, and is abundant throughout crucial industries, such as banks, hospitals and insurance companies. Albeit, deep learning research has largely been dominated by applications to homogeneous data, e.g. images or natural language. READ MORE

  3. 2. Tree-based Machine Learning Models with Applications in Insurance Frequency Modelling

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Samuel Tober; [2020]
    Keywords : ;

    Abstract : As the insurance industry is highly data driven it is no surprise that machine learning (ML) has made its way into the industry. While GLMs are still the comfort zone of most actuaries, we have in recent years seen a surge in machine learning algorithms. READ MORE