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Amirali Aghazadeh - Publications

Affiliations: 
University of California, Berkeley, Berkeley, CA, United States 
Area:
Signal Processing, Machine Learning
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9 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Sapoval N, Aghazadeh A, Nute MG, Antunes DA, Balaji A, Baraniuk R, Barberan CJ, Dannenfelser R, Dun C, Edrisi M, Elworth RAL, Kille B, Kyrillidis A, Nakhleh L, Wolfe CR, et al. Current progress and open challenges for applying deep learning across the biosciences. Nature Communications. 13: 1728. PMID 35365602 DOI: 10.1038/s41467-022-29268-7  0.435
2021 Aghazadeh A, Nisonoff H, Ocal O, Brookes DH, Huang Y, Koyluoglu OO, Listgarten J, Ramchandran K. Epistatic Net allows the sparse spectral regularization of deep neural networks for inferring fitness functions. Nature Communications. 12: 5225. PMID 34471113 DOI: 10.1038/s41467-021-25371-3  0.442
2020 Aghazadeh A, Ocal O, Ramchandran K. CRISPRL and: Interpretable large-scale inference of DNA repair landscape based on a spectral approach. Bioinformatics (Oxford, England). 36: i560-i568. PMID 32657417 DOI: 10.1093/Bioinformatics/Btaa505  0.485
2019 Leenay RT, Aghazadeh A, Hiatt J, Tse D, Roth TL, Apathy R, Shifrut E, Hultquist JF, Krogan N, Wu Z, Cirolia G, Canaj H, Leonetti MD, Marson A, May AP, et al. Large dataset enables prediction of repair after CRISPR-Cas9 editing in primary T cells. Nature Biotechnology. PMID 31359007 DOI: 10.1038/S41587-019-0203-2  0.318
2019 Sen D, Aghazadeh A, Mousavi A, Nagarajaiah S, Baraniuk R, Dabak A. Data-driven semi-supervised and supervised learning algorithms for health monitoring of pipes Mechanical Systems and Signal Processing. 131: 524-537. DOI: 10.1016/J.Ymssp.2019.06.003  0.517
2019 Sen D, Aghazadeh A, Mousavi A, Nagarajaiah S, Baraniuk R. Sparsity-based approaches for damage detection in plates Mechanical Systems and Signal Processing. 117: 333-346. DOI: 10.1016/J.Ymssp.2018.08.019  0.514
2018 Aghazadeh A, Golbabaee M, Lan A, Baraniuk R. Insense: Incoherent sensor selection for sparse signals Signal Processing. 150: 57-65. DOI: 10.1016/J.Sigpro.2018.04.001  0.475
2016 Aghazadeh A, Lin AY, Sheikh MA, Chen AL, Atkins LM, Johnson CL, Petrosino JF, Drezek RA, Baraniuk RG. Universal microbial diagnostics using random DNA probes. Science Advances. 2: e1600025. PMID 27704040 DOI: 10.1126/Sciadv.1600025  0.512
2013 Aghazadeh A, Ayremlou A, Calderon DD, Goldstein T, Patel R, Vats D, Baraniuk RG. Adaptive step size selection for optimization via the ski rental problem Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5383-5387. DOI: 10.1109/ICASSP.2013.6638691  0.385
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