Author

O. Ozan Koyluoglu

University of California, BerkeleyORCID 0000-0001-8512-4755Unclaimed 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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Approach:deep learning· 1

Frequent Co-Authors

Amirali AghazadehiD· 1 shared David H. BrookesiD· 1 shared Hunter M. NisonoffiD· 1 shared Jennifer ListgarteniD· 1 shared Kannan RamchandraniD· 1 shared Orhan ÖçaliD· 1 shared Yijie HuangiD· 1 shared

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2021-2021 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Amirali AghazadehORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedSep 1, 2021

Sparse Epistatic Regularization of Deep Neural Networks for Inferring Fitness Functions

Amirali Aghazadeh, Hunter M. Nisonoff, Orhan Öçal…·Kannan Ramchandran

This paper introduces a method to improve deep neural network predictions of fitness functions by leveraging sparse epistatic interactions in genetic sequences.

42 citations

deep learning

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