28 citations · 58 across the 26 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CE2019★ 4 cited
Online Pricing with Reserve Price Constraint for Personal Data Markets
Chaoyue Niu, Zhenzhe Zheng, Fan Wu +2
The society's insatiable appetites for personal data are driving the emergency of data markets, allowing data consumers to launch customized queries over the datasets collected by…
cs.LG2019★ 28 cited
Secure Federated Submodel Learning
Chaoyue Niu, Fan Wu, Shaojie Tang +5
Federated learning was proposed with an intriguing vision of achieving collaborative machine learning among numerous clients without uploading their private data to a cloud server.…
cs.LG2019
From Server-Based to Client-Based Machine Learning: A Comprehensive Survey
Renjie Gu, Chaoyue Niu, Fan Wu +4
In recent years, mobile devices have gained increasing development with stronger computation capability and larger storage space. Some of the computation-intensive machine learning…