Author

S. O. Kuzyakina

Lomonosov Moscow State UniversityORCID 0000-0003-2369-7392Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Daria BalashovaiD· 1 shared Dominique Weltevreden· 1 shared Geir Kjetil SandveiD· 1 shared Philippe Auguste RobertiD· 1 shared Robert FrankiD· 1 shared Victor GreiffiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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 paperBioinformatics

Daria BalashovaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsImmunoInformaticsPeer-reviewedJan 21, 2026

Active learning for improving out-of-distribution lab-in-the-loop experimental design

Daria Balashova, Robert Frank, S. O. Kuzyakina…·Victor Greiff

This study evaluates active learning strategies for antibody-antigen binding prediction in library-on-library settings, finding three algorithms that significantly improve efficiency and reduce experimental costs.

4 citationstop 4%

proteomicsmachine learning (classical)

𝕏 PostBluesky