Bayesian neural network generalised additive models

• Main Author: Tay, Caleb Wei Hua
• Other Authors: Xiang Liming
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Science::Mathematics::Statistics
• Online Access: https://hdl.handle.net/10356/172098
• Institution: Nanyang Technological University

In recent years, neural networks (NNs) have gained wide and lasting traction as the machine learning architecture of choice in many contexts, due to its flexibility and ability to represent complex functions. However, in the context of a regression task, NNs face difficulties in interpretability and...