Author

J. Devin Mackenzie

University of WashingtonORCID 0000-0002-3884-5127Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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

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Logan SnideriD· 1 shared Oliver Nakano-BakeriD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Logan SniderORCID

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1 paper

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BioinformaticsbioRxivPreprintNov 6, 2026

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.

DOI 10.64898/2026.11.04.763508

proteomicsmetagenomics

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