Author

Katja Zegwaard

University of California San Diego

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

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Alexander CloningeriD· 1 shared Devika NarainiD· 1 shared Dhruv KohliiD· 1 shared Gal MishneiD· 1 shared Johannes S Nieuwenhuis· 1 shared

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1 shared paperNeuroscience

Alexander CloningerORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintOct 31, 2024

RATS: Unsupervised manifold learning using low-distortion alignment of tangent spaces

Dhruv Kohli, Johannes S Nieuwenhuis, Katja Zegwaard…·Devika Narain

This paper introduces a novel dimensionality reduction technique that generates low-dimensional embeddings while preserving the global structure within the data for a variety of biological and non-biological datasets.

4 citations

deep learningstatistical model

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