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Tensor-tensor algebra for optimal representation and compression of multiway data.
Proc Natl Acad Sci U S A. 2021 Jul 13;118(28):e2015851118. doi: 10.1073/pnas.2015851118.
Proc Natl Acad Sci U S A. 2021.
PMID: 34234014
Free PMC article.
Dimensionality reduction of longitudinal 'omics data using modern tensor factorizations.
Mor U, Cohen Y, Valdés-Mas R, Kviatcovsky D, Elinav E, Avron H.
Mor U, et al. Among authors: avron h.
PLoS Comput Biol. 2022 Jul 15;18(7):e1010212. doi: 10.1371/journal.pcbi.1010212. eCollection 2022 Jul.
PLoS Comput Biol. 2022.
PMID: 35839259
Free PMC article.
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Experimental Design for Overparameterized Learning With Application to Single Shot Deep Active Learning.
Shoham N, Avron H.
Shoham N, et al. Among authors: avron h.
IEEE Trans Pattern Anal Mach Intell. 2023 Oct;45(10):11766-11777. doi: 10.1109/TPAMI.2023.3287042. Epub 2023 Sep 5.
IEEE Trans Pattern Anal Mach Intell. 2023.
PMID: 37327090
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