Mechanism Design for Multi-Party Machine Learning

Chen Mengjing
Chen Mengjing
Liu Yang
Liu Yang
Shen Weiran
Shen Weiran
Cited by: 0|Views15

Abstract:

In a multi-party machine learning system, different parties cooperate on optimizing towards better models by sharing data in a privacy-preserving way. A major challenge in the learning is the incentive issue. For example, if there is competition among the parties, one may strategically hide his data to prevent other parties from getting...More

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