Author

Logan Snider

University of WashingtonORCID 0009-0002-2898-7997Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Assay:proteomics· 1

Frequent Co-Authors

J. Devin MackenzieiD· 1 shared Oliver Nakano-BakeriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

J. Devin MackenzieORCID

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1 paper

Recent·Most cited

Contrastive Learning Improves Generalization on M2OR Olfactory Binding Dataset

Logan Snider, Oliver Nakano-Baker, J. Devin Mackenzie

The paper evaluates contrastive learning on VOC-OR binding datasets, showing improved generalization and reduced performance inflation from identity leakage.

bioRxiv · Nov 6, 2026 · PreprintBioinformatics