Search Results for author: Eric D. Sun

Found 3 papers, 2 papers with code

Is your data alignable? Principled and interpretable alignability testing and integration of single-cell data

1 code implementation3 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.

Data Integration Imputation

A Spectral Method for Assessing and Combining Multiple Data Visualizations

1 code implementation25 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.}

Data Visualization Dimensionality Reduction

ImageNet-trained deep neural network exhibits illusion-like response to the Scintillating Grid

no code implementations21 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.

Object Recognition

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