15 citations · 38 across the 10 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CR2020
Imitation Privacy
Xun Xian, Xinran Wang, Mingyi Hong +2
In recent years, there have been many cloud-based machine learning services, where well-trained models are provided to users on a pay-per-query scheme through a prediction API. The…
cs.LG2020★ 1 cited
Meta Clustering for Collaborative Learning
Chenglong Ye, Reza Ghanadan, Jie Ding
In collaborative learning, learners coordinate to enhance each of their learning performances. From the perspective of any learner, a critical challenge is to filter out unqualifie…
cs.LG2020★ 15 cited
Assisted Learning: A Framework for Multi-Organization Learning
Xun Xian, Xinran Wang, Jie Ding +1
In an increasing number of AI scenarios, collaborations among different organizations or agents (e.g., human and robots, mobile units) are often essential to accomplish an organiza…