Fair Multi-party Machine Learning -- a Game Theoretic approach

22 Nov 2019Zhiliang Chen

High performance machine learning models have become highly dependent on the availability of large quantity and quality of training data. To achieve this, various central agencies such as the government have suggested for different data providers to pool their data together to learn a unified predictive model, which performs better... (read more)

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