Francis K. C. Hui

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Latent Variable Models

Variational Bayesian Learning

Matrix Factorization

High Dimensional Problems

Top Venues

Comput. Stat. Data Anal.

Ecol. Informatics

Publications

Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh
Likelihood-based surrogate dimension reduction. Stat. Comput. 34 (1) (2024)
Pekka Korhonen, Francis K. C. Hui, Jenni Niku, Sara Taskinen
Fast and universal estimation of latent variable models using extended variational approximations. Stat. Comput. 33 (1) (2023)
Christian Damgaard, Rikke Reisner Hansen, Francis K. C. Hui
Model-based ordination of pin-point cover data: Effect of management on dry heathland. Ecol. Informatics 77 (2023)
Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor J. Hastie
Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays. J. Mach. Learn. Res. 23 (2022)
Francis K. C. Hui
GEE-Assisted Forward Regression for Spatial Latent Variable Models. J. Comput. Graph. Stat. 31 (4) (2022)
Christian Damgaard, Rikke Reisner Hansen, Francis K. C. Hui
Model-based ordination of pin-point cover data: Effect of management on dry heathland. Ecol. Informatics 60 (2020)
Francis K. C. Hui, Samuel Müller, Alan H. Welsh
The LASSO on latent indices for regression modeling with ordinal categorical predictors. Comput. Stat. Data Anal. 149 (2020)
Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor Hastie
Generalized Matrix Factorization. CoRR (2020)
Gordana C. Popovic, Francis K. C. Hui, David I. Warton
A general algorithm for covariance modeling of discrete data. J. Multivar. Anal. 165 (2018)
Francis K. C. Hui
Model-based simultaneous clustering and ordination of multivariate abundance data in ecology. Comput. Stat. Data Anal. 105 (2017)
Francis K. C. Hui, Gery Geenens
A nonparametric measure of local association for two-way contingency tables. Comput. Stat. Data Anal. 68 (2013)
Francis K. C. Hui, Gery Geenens
Nonparametric bootstrap tests of conditional independence in two-way contingency tables. J. Multivar. Anal. 112 (2012)