4 citations · 7 across the 6 of their papers we have counts for
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cs.LG2022
Privacy-Preserving Federated Deep Clustering based on GAN
Jie Yan, Jing Liu, Ji Qi +1
Federated clustering (FC) is an essential extension of centralized clustering designed for the federated setting, wherein the challenge lies in constructing a global similarity mea…
cs.LG2022★ 4 cited
Federated clustering with GAN-based data synthesis
Jie Yan, Jing Liu, Ji Qi +1
Federated clustering (FC) is an extension of centralized clustering in federated settings. The key here is how to construct a global similarity measure without sharing private data…
cs.LG2022★ 2 cited
Selective clustering ensemble based on kappa and F-score
Jie Yan, Xin Liu, Ji Qi +2
Clustering ensemble has an impressive performance in improving the accuracy and robustness of partition results and has received much attention in recent years. Selective clusterin…