Search Results for author: Ruth Montgomery

Found 2 papers, 1 papers with code

Beyond GANs: Transforming without a Target Distribution

no code implementations25 Sep 2019 Matthew Amodio, David van Dijk, Ruth Montgomery, Guy Wolf, Smita Krishnaswamy

While generative neural networks can learn to transform a specific input dataset into a specific target dataset, they require having just such a paired set of input/output datasets.

Removal of Batch Effects using Distribution-Matching Residual Networks

1 code implementation13 Oct 2016 Uri Shaham, Kelly P. Stanton, Jun Zhao, Huamin Li, Khadir Raddassi, Ruth Montgomery, Yuval Kluger

We apply our method to mass cytometry and single-cell RNA-seq datasets, and demonstrate that it effectively attenuates batch effects.

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