Author

Markus Holzleitner

Johannes Kepler University of LinzORCID 0000-0002-7167-9802Unclaimed 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:transformer / foundation model· 1

Frequent Co-Authors

Bernhard SchäfliD· 1 shared Geir Kjetil SandveiD· 1 shared Günter KlambaueriD· 1 shared Hubert Ramsauer· 1 shared J. BrandstetteriD· 1 shared Lukas Gruber· 1 shared Michael WidrichiD· 1 shared Milena PavlovićiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Bernhard SchäflORCID

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1 paper

Recent·Most cited

Modern Hopfield Networks and Attention for Immune Repertoire Classification

Michael Widrich, Bernhard Schäfl, Milena Pavlović, Hubert Ramsauer, Lukas Gruber, Markus Holzleitner, J. Brandstetter, Geir Kjetil Sandve, Victor Greiff, Sepp Hochreiter, Günter Klambauer

Transformer attention is recast as the update rule of modern Hopfield networks, and the resulting DeepRC classifier handles immune repertoires with enormous instance counts and few informative sequences.

bioRxiv · Apr 12, 2020 · PreprintBioinformatics