5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.IT2020★ 1 cited
Information-Theoretic Privacy in Federated Submodel learning
Minchul Kim, Jungwoo Lee
We consider information-theoretic privacy in federated submodel learning, where a global server has multiple submodels. Compared to the privacy considered in the conventional feder…
cs.IT2018★ 5 cited
Private Coded Computation for Machine Learning
Minchul Kim, Heecheol Yang, Jungwoo Lee
In a distributed computing system for the master-worker framework, an erasure code can mitigate the effects of slow workers, also called stragglers. The distributed computing syste…