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Linda S. L. Tan
Linda S. L. Tan
Verified email at nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
Gaussian variational approximation with sparse precision matrices
LSL Tan, DJ Nott
Statistics and Computing 28 (2), 259–275, 2016
752016
Regression density estimation with variational methods and stochastic approximation
DJ Nott, SL Tan, M Villani, R Kohn
Journal of Computational and Graphical Statistics 21 (3), 797-820, 2012
582012
Variational inference for generalized linear mixed models using partially noncentered parametrizations
LSL Tan, DJ Nott
572013
Bayesian inference for multiple Gaussian graphical models with application to metabolic association networks
LSL Tan, A Jasra, M De Iorio, TMD Ebbels
472017
A stochastic variational framework for fitting and diagnosing generalized linear mixed models
LSL Tan, DJ Nott
292014
Use of model reparametrization to improve variational Bayes
LSL Tan
Journal of the Royal Statistical Society: Series B 83 (1), 30-57, 2021
242021
Stochastic variational inference for large-scale discrete choice models using adaptive batch sizes
LSL Tan
Statistics and Computing 27, 237-257, 2017
212017
Variational inference for sparse spectrum Gaussian process regression
LSL Tan, VMH Ong, DJ Nott, A Jasra
Statistics and Computing 26, 1243-1261, 2016
212016
Variational approximation for mixtures of linear mixed models
SL Tan, DJ Nott
Journal of Computational and Graphical Statistics 23 (2), 564-585, 2014
212014
Bayesian variational inference for exponential random graph models
LSL Tan, N Friel
Journal of Computational and Graphical Statistics 29 (4), 910-928, 2020
192020
Conditionally structured variational Gaussian approximation with importance weights
LSL Tan, A Bhaskaran, DJ Nott
Statistics and Computing 30 (5), 1255-1272, 2020
182020
Explicit inverse of tridiagonal matrix with applications in autoregressive modelling
LSL Tan
IMA Journal of Applied Mathematics 84 (4), 679-695, 2019
172019
Topic-adjusted visibility metric for scientific articles
LSL Tan, AH Chan, T Zheng
The Annals of Applied Statistics 10 (1), 1-31, 2016
122016
Analytic natural gradient updates for Cholesky factor in Gaussian variational approximation
LSL Tan
arXiv preprint arXiv:2109.00375, 2022
62022
Efficient data augmentation techniques for some classes of state space models
LSL Tan
arXiv preprint ArXiv:1712.08887, 2022
3*2022
Variational inference based on a subclass of closed skew normals
LSL Tan
arXiv preprint arXiv:2306.02813, 2023
22023
Dynamic degree-corrected blockmodels for social networks: A nonparametric approach
LSL Tan, MD Iorio
Statistical Modelling 19 (4), 386-411, 2019
22019
Functional models for longitudinal data with covariate dependent smoothness
DK Mensah, DJ Nott, LSL Tan, L Marshall
12016
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Articles 1–18