Sharon X. Lee

20 papers C 1Misc 2Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
An overview of skew distributions in model-based clustering.
J. Multivar. Anal.
Sharon X. Lee, Geoffrey J. McLachlan
2021 J jnl
Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions.
Adv. Data Anal. Classif.
Sharon X. Lee, Tsung-I Lin, Geoffrey J. McLachlan
2021 J jnl
Multi-node Expectation-Maximization algorithm for finite mixture models.
Stat. Anal. Data Min.
Sharon X. Lee, Geoffrey J. McLachlan, Kaleb L. Leemaqz
2019 — conf
CytoFA: Automated Gating of Mass Cytometry Data via Robust Skew Factor Analzyers.
PAKDD (1)
Sharon X. Lee
2019 J jnl
PPEM: Privacy-preserving EM learning for mixture models.
Concurr. Comput. Pract. Exp.
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
2018 J jnl
A Block EM Algorithm for Multivariate Skew Normal and Skew $t$ -Mixture Models.
IEEE Trans. Neural Networks Learn. Syst.
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
2017 — conf
Corruption-Resistant Privacy Preserving Distributed EM Algorithm for Model-Based Clustering.
TrustCom/BigDataSE/ICESS
Kaleb L. Leemaqz, Sharon X. Lee, Geoffrey J. McLachlan
2017 Misc conf
Mining High-Dimensional CyTOF Data: Concurrent Gating, Outlier Removal, and Dimension Reduction.
ADC
Sharon X. Lee
2017 — conf
Private Distributed Three-Party Learning of Gaussian Mixture Models.
ATIS
Kaleb L. Leemaqz, Sharon X. Lee, Geoffrey J. McLachlan
2016 Misc conf
A Simple Parallel EM Algorithm for Statistical Learning via Mixture Models.
DICTA
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
2016 J jnl
A block EM algorithm for multivariate skew normal and skew t-mixture models.
CoRR
Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan
2016 J jnl
Extending mixtures of factor models using the restricted multivariate skew-normal distribution.
J. Multivar. Anal.
Tsung-I Lin, Geoffrey J. McLachlan, Sharon X. Lee
2016 J jnl
Finite mixtures of canonical fundamental skew t-distributions - The unification of the restricted and unrestricted skew t-mixture models.
Stat. Comput.
Sharon X. Lee, Geoffrey J. McLachlan
2016 J jnl
Partial identification in the statistical matching problem.
Comput. Stat. Data Anal.
Daniel Ahfock, Saumyadipta Pyne, Sharon X. Lee, Geoffrey J. McLachlan
2016 C conf
Unsupervised Component-Wise EM Learning for Finite Mixtures of Skew t-distributions.
ADMA
Sharon X. Lee, Geoffrey J. McLachlan
2014 J jnl
Finite mixtures of multivariate skew t-distributions: some recent and new results.
Stat. Comput.
Sharon X. Lee, Geoffrey J. McLachlan
2013 J jnl
Model-based clustering and classification with non-normal mixture distributions.
Stat. Methods Appl.
Sharon X. Lee, Geoffrey J. McLachlan
2013 J jnl
On mixtures of skew normal and skew t-distributions.
Adv. Data Anal. Classif.
Sharon X. Lee, Geoffrey J. McLachlan
2013 J jnl
Rejoinder to the discussion of "Model-based clustering and classification with non-normal mixture distributions".
Stat. Methods Appl.
Sharon X. Lee, Geoffrey J. McLachlan
2012 — conf
Polynomial approximations for Bit Error Probability for 4-DPSK transmission.
ICSPCS
Sharon X. Lee