Sharon X. Lee

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 15

Top Topics

Privacy Preserving

Factor Analyzers

Top Venues

J. Multivar. Anal.

Adv. Data Anal. Classif.

Stat. Methods Appl.

Publications

Sharon X. Lee, Geoffrey J. McLachlan
An overview of skew distributions in model-based clustering. J. Multivar. Anal. 188 (2022)
Sharon X. Lee, Geoffrey J. McLachlan, Kaleb L. Leemaqz
Multi-node Expectation-Maximization algorithm for finite mixture models. Stat. Anal. Data Min. 14 (4) (2021)
Sharon X. Lee, Tsung-I Lin, Geoffrey J. McLachlan
Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. Adv. Data Anal. Classif. 15 (2) (2021)
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
PPEM: Privacy-preserving EM learning for mixture models. Concurr. Comput. Pract. Exp. 31 (24) (2019)
Sharon X. Lee
CytoFA: Automated Gating of Mass Cytometry Data via Robust Skew Factor Analzyers. PAKDD (1) (2019)
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
A Block EM Algorithm for Multivariate Skew Normal and Skew $t$ -Mixture Models. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Kaleb L. Leemaqz, Sharon X. Lee, Geoffrey J. McLachlan
Private Distributed Three-Party Learning of Gaussian Mixture Models. ATIS (2017)
Sharon X. Lee
Mining High-Dimensional CyTOF Data: Concurrent Gating, Outlier Removal, and Dimension Reduction. ADC (2017)
Kaleb L. Leemaqz, Sharon X. Lee, Geoffrey J. McLachlan
Corruption-Resistant Privacy Preserving Distributed EM Algorithm for Model-Based Clustering. TrustCom/BigDataSE/ICESS (2017)
Daniel Ahfock, Saumyadipta Pyne, Sharon X. Lee, Geoffrey J. McLachlan
Partial identification in the statistical matching problem. Comput. Stat. Data Anal. 104 (2016)
Sharon X. Lee, Geoffrey J. McLachlan
Unsupervised Component-Wise EM Learning for Finite Mixtures of Skew t-distributions. ADMA (2016)
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
A block EM algorithm for multivariate skew normal and skew t-mixture models. CoRR (2016)
Tsung-I Lin, Geoffrey J. McLachlan, Sharon X. Lee
Extending mixtures of factor models using the restricted multivariate skew-normal distribution. J. Multivar. Anal. 143 (2016)
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
A Simple Parallel EM Algorithm for Statistical Learning via Mixture Models. DICTA (2016)
Sharon X. Lee, Geoffrey J. McLachlan
Finite mixtures of canonical fundamental skew t-distributions - The unification of the restricted and unrestricted skew t-mixture models. Stat. Comput. 26 (3) (2016)
Sharon X. Lee, Geoffrey J. McLachlan
Finite mixtures of multivariate skew t-distributions: some recent and new results. Stat. Comput. 24 (2) (2014)
Sharon X. Lee, Geoffrey J. McLachlan
On mixtures of skew normal and skew t-distributions. Adv. Data Anal. Classif. 7 (3) (2013)
Sharon X. Lee, Geoffrey J. McLachlan
Rejoinder to the discussion of "Model-based clustering and classification with non-normal mixture distributions". Stat. Methods Appl. 22 (4) (2013)
Sharon X. Lee, Geoffrey J. McLachlan
Model-based clustering and classification with non-normal mixture distributions. Stat. Methods Appl. 22 (4) (2013)
Sharon X. Lee
Polynomial approximations for Bit Error Probability for 4-DPSK transmission. ICSPCS (2012)