A reformulation of additive models

• المؤلف الرئيسي: Wozniakowski, Alex
• مؤلفون آخرون: Gu Mile
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Science::Mathematics::Statistics; Science::Mathematics::Applied mathematics; Science::Physics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/163311
• المؤسسة: Nanyang Technological University

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...