16 citations · 43 across the 18 of their papers we have counts for
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math.OC2022★ 3 cited
Linearized Optimal Power Flow for Multiphase Radial Networks with Delta Connections
Geunyeong Byeon, Minseok Ryu, Kibaek Kim
This paper proposes a linear approximation of the alternating current optimal power flow problem for multiphase distribution networks with voltage-dependent loads connected in both…
cs.LG2022
APPFL: Open-Source Software Framework for Privacy-Preserving Federated Learning
Minseok Ryu, Youngdae Kim, Kibaek Kim +1
Federated learning (FL) enables training models at different sites and updating the weights from the training instead of transferring data to a central location and training as in…
cs.LG2022★ 6 cited
Differentially Private Federated Learning via Inexact ADMM with Multiple Local Updates
Minseok Ryu, Kibaek Kim
Differential privacy (DP) techniques can be applied to the federated learning model to statistically guarantee data privacy against inference attacks to communication among the lea…