Adaptive transfer kernel learning for transfer Gaussian process regression

• المؤلفون الرئيسيون: Wei, Pengfei, Ke, Yiping, Ong, Yew Soon, Ma, Zejun
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Transfer Regression; Domain Relatedness; Transfer Kernel
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164888
• المؤسسة: Nanyang Technological University

Transfer regression is a practical and challenging problem with important applications in various domains, such as engineering design and localization. Capturing the relatedness of different domains is the key of adaptive knowledge transfer. In this paper, we investigate an effective way of explicit...