378 citations · 452 across the 6 of their papers we have counts for
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cs.CR2023
Scalable and Privacy-Preserving Federated Principal Component Analysis
David Froelicher, Hyunghoon Cho, Manaswitha Edupalli +6
Principal component analysis (PCA) is an essential algorithm for dimensionality reduction in many data science domains. We address the problem of performing a federated PCA on priv…
cs.CR2020★ 378 cited
Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs
Hyunghoon Cho, Daphne Ippolito, Yun William Yu
Contact tracing is an essential tool for public health officials and local communities to fight the spread of novel diseases, such as for the COVID-19 pandemic. The Singaporean gov…