Joydeep Ghosh

Affiliations: 
Electrical and Computer Engineering University of Texas at Austin, Austin, Texas, U.S.A. 
Area:
Computer Science
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"Joydeep Ghosh"

Children

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V. Srinivasa Chakravarthy grad student (Neurotree)
Kui-yu Chang grad student 2000 UT Austin
Shailesh Kumar grad student 2000 UT Austin
Alexander Strehl grad student 2002 UT Austin
Adrian K. Agogino grad student 2003 UT Austin
Shi Zhong grad student 2003 UT Austin
Gunjan K. Gupta grad student 2006 UT Austin
Srujana Merugu grad student 2006 UT Austin
Suju Rajan grad student 2006 UT Austin
Kunal V. Punera grad student 2007 UT Austin
Alexander Y. Liu grad student 2009 UT Austin
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Publications

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Henderson J, Malin BA, Denny JC, et al. (2019) CP Tensor Decomposition with Cannot-Link Intermode Constraints. Proceedings of the ... Siam International Conference On Data Mining. Siam International Conference On Data Mining. 2019: 711-719
Henderson J, He H, Malin BA, et al. (2018) Phenotyping through Semi-Supervised Tensor Factorization (PSST). Amia ... Annual Symposium Proceedings. Amia Symposium. 2018: 564-573
Wang Y, Chen R, Ghosh J, et al. (2015) Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. Kdd : Proceedings. International Conference On Knowledge Discovery & Data Mining. 2015: 1265-1274
Chen Y, Ghosh J, Bejan CA, et al. (2015) Building bridges across electronic health record systems through inferred phenotypic topics. Journal of Biomedical Informatics. 55: 82-93
Acharyya S, Ghosh J. (2015) Parameter estimation of generalized linear models without assuming their link function Journal of Machine Learning Research. 38: 10-18
Ho JC, Ghosh J, Steinhubl SR, et al. (2014) Limestone: high-throughput candidate phenotype generation via tensor factorization. Journal of Biomedical Informatics. 52: 199-211
Park Y, Ghosh J. (2014) Ensembles of α-trees for imbalanced classification problems Ieee Transactions On Knowledge and Data Engineering. 26: 131-143
Park Y, Ghosh J. (2014) PeGS: Perturbed Gibbs Samplers that generate privacy-compliant synthetic data Transactions On Data Privacy. 7: 253-282
Lee CH, Koyejo O, Ghosh J. (2013) Identifying candidate disease genes using a trace norm constrained bipartite raking model. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 3459-62
Park Y, Ho JC, Ghosh J. (2013) Multivariate temporal symptomatic characterization of cardiac arrest. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 3222-5
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