Data pricing in machine learning pipelines

• Main Authors: CONG, Zicun, LUO, Xuan, PEI, Jian, ZHU, Feida, ZHANG, Yong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Data pricing; Data asset; Data governance; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/7755; https://ink.library.smu.edu.sg/context/sis_research/article/8758/viewcontent/Data_pricing_in_machine_learning_pipelines.pdf
• Institution: Singapore Management University

Machine learning is disruptive. At the same time, machine learning can only succeed by collaboration among many parties in multiple steps naturally as pipelines in an eco-system, such as collecting data for possible machine learning applications, collaboratively training models by multiple parties a...