Search Results for author: Geoff Davis

Found 2 papers, 1 papers with code

Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein

1 code implementation28 Jan 2022 Marco Cuturi, Laetitia Meng-Papaxanthos, Yingtao Tian, Charlotte Bunne, Geoff Davis, Olivier Teboul

Optimal transport tools (OTT-JAX) is a Python toolbox that can solve optimal transport problems between point clouds and histograms.

Correcting Nuisance Variation using Wasserstein Distance

no code implementations ICLR 2018 Gil Tabak, Minjie Fan, Samuel J. Yang, Stephan Hoyer, Geoff Davis

One motivating application is drug development: morphological cell features can be captured from images, from which similarities between different drug compounds applied at different doses can be quantified.

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