Enhancements of communication-efficient distributed statistical inference and its privacy preservation
通信高效的分布式统计推断及其隐私保护改进
In the modern era of big data, the vast amount of available data has brought more ways to analyze important economic and financial issues. For example, predicting the probability of individual default has become more accurate, as the number of defaulted individuals has increased year-on-year with the increase in data volume, leading to a more detailed characterization of the defaulted population. However, it presents new challenges and one of them is that all samples are…