Author

Matteo Negri

Politecnico di Torino

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Assay:protein sequence· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Carlo Baldassi· 1 shared Christoph FeinaueriD· 1 shared Davide Bergamini· 1 shared Riccardo ZecchinaiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Carlo Baldassi

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1 paper

Recent·Most cited

Natural representation of composite data with replicated autoencoders

Matteo Negri, Davide Bergamini, Carlo Baldassi, Riccardo Zecchina, Christoph Feinauer

This paper introduces a method using replicated autoencoders optimized for local entropy to infer compositional features from noisy data, showing improved performance on synthetic and protein sequence data.

bioRxiv · Sep 30, 2019 · PreprintBioinformatics