Author

Dhruv Kohli

University of California San DiegoORCID 0000-0002-0306-913XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Alexander CloningeriD· 1 shared Devika NarainiD· 1 shared Gal MishneiD· 1 shared Johannes S Nieuwenhuis· 1 shared Katja Zegwaard· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Alexander CloningerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Dhruv Kohli, Johannes S Nieuwenhuis, Katja Zegwaard, Alexander Cloninger, Gal Mishne, 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.

bioRxiv · Oct 31, 2024 · PreprintNeuroscience