Author

Yijie Huang

University of California, BerkeleyORCID 0000-0002-8320-9277Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 O. Ozan KoyluogluiD· 1 shared Orhan ÖçaliD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Amirali AghazadehORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Sparse Epistatic Regularization of Deep Neural Networks for Inferring Fitness Functions

Amirali Aghazadeh, Hunter M. Nisonoff, Orhan Öçal, David H. Brookes, Yijie Huang, O. Ozan Koyluoglu, Jennifer Listgarten, Kannan Ramchandran

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

Nature Communications · Sep 1, 2021Peer-reviewedBioinformatics