Author

Margarita Osadchy

University of HaifaORCID 0000-0001-5480-5099Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Organism:human· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Guy YanaiiD· 1 shared Joanna Sarah Gershkoff SluskyiD· 1 shared Matan Fintz· 1 shared Rachel KolodnyiD· 1 shared Tomer Gan· 1 shared Uri HertziD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperMolecular Biology

Guy YanaiORCID

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2 papers

Recent·Most cited

Molecular BiologybioRxivPreprintNov 12, 2026

Coarse-tuning to improve a protein foundation model for a domain of proteins: the example of outer membrane beta barrels

Guy Yanai, Tomer Gan, Joanna Sarah Gershkoff Slusky…·Rachel Kolodny

The paper introduces coarse-tuning to specialize a protein foundation model for a specific domain, showing improved performance on transfer learning tasks using a medium-sized dataset of outer membrane beta barrels.

DOI 10.64898/2026.11.09.765412

protein sequencedeep learning

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NeuroscienceScientific ReportsPeer-reviewedMar 18, 2022

Using Deep Learning to Predict Human Decisions, and Cognitive Models to Explain Deep Learning Models

Matan Fintz, Margarita Osadchy, Uri Hertz

This paper trains a deep neural network to predict human decisions in a value-based task and uses cognitive models to explain the model's behavior, revealing task-irrelevant decision patterns.

62 citationstop 1%

humandeep learning

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