292 citations · 440 across the 18 of their papers we have counts for
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cs.LG2019
Federated Principal Component Analysis
Andreas Grammenos, Rodrigo Mendoza-Smith, Jon Crowcroft +1
We present a federated, asynchronous, and -differentially private algorithm for PCA in the memory-limited setting. Our algorithm incrementally computes local mode…
cs.LG2017
User-centric Composable Services: A New Generation of Personal Data Analytics
Jianxin Zhao, Richard Mortier, Jon Crowcroft +1
Machine Learning (ML) techniques, such as Neural Network, are widely used in today's applications. However, there is still a big gap between the current ML systems and users' requi…