Search Results for author: Jong-Ik Park

Found 2 papers, 0 papers with code

Fair Concurrent Training of Multiple Models in Federated Learning

no code implementations22 Apr 2024 Marie Siew, Haoran Zhang, Jong-Ik Park, Yuezhou Liu, Yichen Ruan, Lili Su, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong

We show how our fairness-based learning and incentive mechanisms impact training convergence and finally evaluate our algorithm with multiple sets of learning tasks on real world datasets.

Fairness Federated Learning

VFP: Converting Tabular Data for IIoT into Images Considering Correlations of Attributes for Convolutional Neural Networks

no code implementations16 Mar 2023 Jong-Ik Park, Cheol-Ho Hong

Features are positioned in the vortex shape from the center of an image, and the number of attributes determines the image size.

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