Author

Patricia Ryser-Welch

Newcastle UniversityORCID 0000-0002-0070-0264Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Carl HerrmanniD· 1 shared Dominic DwyeriD· 1 shared Emanuel SchwarziD· 1 shared Han CaoiD· 1 shared Jan BaumbachiD· 1 shared Julian MatschinskeiD· 1 shared Julian SpäthiD· 1 shared Nikolaos KoutsoulerisiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Carl HerrmannORCID

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1 paper

Recent·Most cited

dsMTL - a computational framework for privacy-preserving, distributed multi-task machine learning

Han Cao, Youcheng Zhang, Jan Baumbach, Paul Robert Burton, Dominic Dwyer, Nikolaos Koutsouleris, Julian Matschinske, Yannick Marcon, Sivanesan Rajan, Thilo Rieg, Patricia Ryser-Welch, Julian Späth, Carl Herrmann, Emanuel Schwarz

The paper introduces dsMTL, a framework for privacy-preserving, distributed multi-task machine learning, and evaluates its performance in identifying biological signatures across distributed datasets.

Bioinformatics · Sep 8, 2022Peer-reviewedBioinformatics