28 citations · 34 across the 4 of their papers we have counts for
5 papers
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things
Jiehan Zhou, Shouhua Zhang, Qinghua Lu +7
Federated learning (FL) brings collaborative intelligence into industries without centralized training data to accelerate the process of Industry 4.0 on the edge computing level. F…
A Short Introduction to Information-Theoretic Cost-Benefit Analysis
Min Chen
This arXiv report provides a short introduction to the information-theoretic measure proposed by Chen and Golan in 2016 for analyzing machine- and human-centric processes in data i…
Is the Chen-Sbert Divergence a Metric?
Min Chen, Mateu Sbert
Recently, Chen and Sbert proposed a general divergence measure. This report presents some interim findings about the question whether the divergence measure is a metric or not. It…
On the Upper Bound of the Kullback-Leibler Divergence and Cross Entropy
Min Chen, Mateu Sbert
This archiving article consists of several short reports on the discussions between the two authors over the past two years at Oxford and Madrid, and their work carried out during…
Cost-Benefit Analysis of Data Intelligence -- Its Broader Interpretations
Min Chen
The core of data science is our fundamental understanding about data intelligence processes for transforming data to decisions. One aspect of this understanding is how to analyze t…