Author

Allison B Chambliss

University of California, Los AngelesORCID 0000-0002-0461-8137Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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

Frequent Co-Authors

Denis WirtziD· 1 shared Pei-Hsun WuiD· 1 shared Sean X. SuniD· 1 shared Yufei WuiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Denis WirtzORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 22, 2024

Solving the "Blind men and the elephant problem": Additive deep learning of complex high dimensional models from partial faceted datasets

Yufei Wu, Pei-Hsun Wu, Allison B Chambliss…·Sean X. Sun

The paper develops a machine learning approach to reconstruct complex biological systems from partial faceted datasets, showing successful reconstruction in both mechanical and biological examples.

DOI 10.1101/2024.08.22.609223

machine learning (classical)benchmarking

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