New Statistical Transfer Learning Models for Health Care Applications

abstract: Transfer learning is a sub-field of statistical modeling and machine learning. It refers to methods that integrate the knowledge of other domains (called source domains) and the data of the target domain in a mathematically rigorous and intelligent way, to develop a better model for the ta...

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Bibliographic Details
Other Authors: Yoon, Hyunsoo (Author)
Format: Doctoral Thesis
Language:English
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.51707