Simultaneous Parameter Learning and Bi-clustering for Multi-Response Models

Yu, Ming; Natesan Ramamurthy, Karthikeyan; Thompson, Addie; Lozano, Aurélie C.

doi:10.3389/fdata.2019.00027

Title: Simultaneous Parameter Learning and Bi-clustering for Multi-Response Models

Journal Article · 14 August 2019 · Frontiers in Big Data

DOI: https://doi.org/10.3389/fdata.2019.00027 · OSTI ID:1557367

Yu, Ming; Natesan Ramamurthy, Karthikeyan; Thompson, Addie; Lozano, Aurélie C.

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Sponsoring Organization:: USDOE Advanced Research Projects Agency - Energy (ARPA-E)

Grant/Contract Number:: AR0000593

OSTI ID:: 1557367

Journal Information:: Frontiers in Big Data, Journal Name: Frontiers in Big Data Vol. 2; ISSN 2624-909X

Publisher:: Frontiers Media SACopyright Statement

Country of Publication:: Switzerland

Language:: English

References (11)

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Identification of Dw1, a Regulator of Sorghum Stem Internode Length Hilley, Josie; Truong, Sandra; Olson, Sara PLOS ONE, Vol. 11, Issue 3 https://doi.org/10.1371/journal.pone.0151271	journal	March 2016
A survey on multi-output regression: Multi-output regression survey Borchani, Hanen; Varando, Gherardo; Bielza, Concha Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 5, Issue 5 https://doi.org/10.1002/widm.1157	journal	July 2015
Convex biclustering: Convex Biclustering Chi, Eric C.; Allen, Genevera I.; Baraniuk, Richard G. Biometrics, Vol. 73, Issue 1 https://doi.org/10.1111/biom.12540	journal	May 2016
Comparing partitions Hubert, Lawrence; Arabie, Phipps Journal of Classification, Vol. 2, Issue 1 https://doi.org/10.1007/BF01908075	journal	December 1985
Piecewise linear regularized solution paths Rosset, Saharon; Zhu, Ji The Annals of Statistics, Vol. 35, Issue 3 https://doi.org/10.1214/009053606000001370	journal	July 2007
A proximal decomposition method for solving convex variational inverse problems Combettes, Patrick L.; Pesquet, Jean-Christophe Inverse Problems, Vol. 24, Issue 6 https://doi.org/10.1088/0266-5611/24/6/065014	journal	November 2008
Lasso-type recovery of sparse representations for high-dimensional data Meinshausen, Nicolai; Yu, Bin The Annals of Statistics, Vol. 37, Issue 1 https://doi.org/10.1214/07-AOS582	journal	February 2009
Loss of an MDR Transporter in Compact Stalks of Maize br2 and Sorghum dw3 Mutants Multani, D. S. Science, Vol. 302, Issue 5642 https://doi.org/10.1126/science.1086072	journal	October 2003
Genome-wide Association Analysis for Multiple Continuous Secondary Phenotypes Schifano, Elizabeth D.; Li, Lin; Christiani, David C. The American Journal of Human Genetics, Vol. 92, Issue 5 https://doi.org/10.1016/j.ajhg.2013.04.004	journal	May 2013
Sorghum Dw2 Encodes a Protein Kinase Regulator of Stem Internode Length Hilley, Josie L.; Weers, Brock D.; Truong, Sandra K. Scientific Reports, Vol. 7, Issue 1 https://doi.org/10.1038/s41598-017-04609-5	journal	July 2017

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