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Yinghui Huang
Xi'an Jiaotong University
Professor
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SCHOLARLY PAPERS
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Scholarly Papers (1)
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1.
Rethinking Data Value: Asymmetric Data Shapley for Structure-Aware Valuation in Data Markets and Machine Learning Pipelines
Number of pages: 60
Posted: 19 Dec 2025
Xi Zheng
, Yinghui Huang,
Xiangyu Chang
,
Ruoxi Jia
and
Yong Tan
University of Washington, Xi'an Jiaotong University, Xi'an Jiaotong University (XJTU) - School of Management, Virginia Tech and University of Washington - Michael G. Foster School of Business
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Abstract:
Data Valuation, Data Marketplace, Machine Learning, Asymmetric Shapley Value, Large Language Model
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