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SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.

I. Perros, E. Papalexakis, H. Park, R. Vuduc, X. Yan, C. deFilippi, W. Stewart, and J. Sun. KDD, page 2080-2089. ACM, (2018)

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Guaranteed Scalable Learning of Latent Tree Models.F. Huang, U. Niranjan, I. Perros, R. Chen, J. Sun, and A. Anandkumar. UAI, volume 115 of Proceedings of Machine Learning Research, page 883-893. AUAI Press, (2019)SPARTan: Scalable PARAFAC2 for Large & Sparse Data.I. Perros, E. Papalexakis, F. Wang, R. Vuduc, E. Searles, M. Thompson, and J. Sun. KDD, page 375-384. ACM, (2017)TASTE: temporal and static tensor factorization for phenotyping electronic health records.A. Afshar, I. Perros, H. Park, C. deFilippi, X. Yan, W. Stewart, J. Ho, and J. Sun. CHIL, page 193-203. ACM, (2020)Model-Driven Sparse CP Decomposition for Higher-Order Tensors.J. Li, J. Choi, I. Perros, J. Sun, and R. Vuduc. IPDPS, page 1048-1057. IEEE Computer Society, (2017)COPA: Constrained PARAFAC2 for Sparse & Large Datasets.A. Afshar, I. Perros, E. Papalexakis, E. Searles, J. Ho, and J. Sun. CIKM, page 793-802. ACM, (2018)Sparse Hierarchical Tucker Factorization and its Application to Healthcare.I. Perros, R. Chen, R. Vuduc, and J. Sun. CoRR, (2016)Health Data Mining using Tensor Factorization: Methods and Applications.I. Perros. Georgia Institute of Technology, Atlanta, GA, USA, (2020)base-search.net (ftgeorgiatech:oai:smartech.gatech.edu:1853/63498).SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.I. Perros, E. Papalexakis, H. Park, R. Vuduc, X. Yan, C. deFilippi, W. Stewart, and J. Sun. KDD, page 2080-2089. ACM, (2018)Sparse Hierarchical Tucker Factorization and Its Application to Healthcare.I. Perros, R. Chen, R. Vuduc, and J. Sun. ICDM, page 943-948. IEEE Computer Society, (2015)An input-adaptive and in-place approach to dense tensor-times-matrix multiply.J. Li, C. Battaglino, I. Perros, J. Sun, and R. Vuduc. SC, page 76:1-76:12. ACM, (2015)

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Disambiguation of "Perros, Ioakeim"

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SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.

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Disambiguation of "Perros, Ioakeim"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.

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SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.