A reformulation of additive models

• 主要作者: Wozniakowski, Alex
• 其他作者: Gu Mile
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Science::Mathematics::Statistics; Science::Mathematics::Applied mathematics; Science::Physics
• 在線閱讀: https://hdl.handle.net/10356/163311

Additive models and their fitting algorithms play a pivotal role in the history and development of applied mathematics, machine learning, statistics, and science. Yet, the traditional methodology neglects the means to explicitly incorporate prior knowledge into the fit of an additive model, which is...