2 citations · 2 across the 1 of their papers we have counts for
2 papers
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…
math.AT2017★ 2 cited
Parallel multi-scale reduction of persistent homology filtrations
Rodrigo Mendoza-Smith, Jared Tanner
The persistent homology pipeline includes the reduction of a, so-called, boundary matrix. We extend the work of Bauer et al. (2014) and Chen et al. (2011) where they show how to us…