Author

Milo Jolis

Salk Institute for Biological StudiesORCID 0009-0001-1136-2491Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:dimensionality reduction· 1

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Anoop Praturu· 1 shared Tatyana O. SharpeeiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperNeuroscience

Anoop Praturu

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1 paper

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NeurosciencebioRxivPreprintDec 8, 2023

A Bayesian Approach to Non-Metric Hyperbolic Multi-Dimensional Scaling

Milo Jolis, Anoop Praturu, Tatyana O. Sharpee

This paper introduces a Bayesian non-metric hyperbolic MDS method to embed data in hyperbolic space, showing robustness to hyperparameters and capturing non-linear structures.

DOI 10.1101/2023.12.08.570871

Bayesian inferencedimensionality reduction

𝕏 PostBluesky