1 code implementation • 3 Aug 2023 • Rong Ma, Eric D. Sun, David Donoho, James Zou
To overcome these limitations, we present a spectral manifold alignment and inference (SMAI) framework, which enables principled and interpretable alignability testing and structure-preserving integration of single-cell data with the same type of features.
1 code implementation • 25 Oct 2022 • Rong Ma, Eric D. Sun, James Zou
Then it leverages the eigenscores to obtain a consensus visualization, which has much improved { quality over the individual visualizations in capturing the underlying true data structure.}
no code implementations • 21 Jul 2019 • Eric D. Sun, Ron Dekel
We observed a significant deviation from the expected monotonic relation between VGG-19 representational dissimilarity and dot whiteness in the Scintillating Grid.