Hamiltonian Monte Carlo with Energy Conserving Subsampling. - Khue-Dung Dang; Matias Quiroz; Robert Kohn; Minh-Ngoc Tran; Mattias Villani (J. Mach. Learn. Res., 2019)

Subsampling sequential Monte Carlo for static Bayesian models. - David Gunawan; Khue-Dung Dang; Matias Quiroz; Robert Kohn; Minh-Ngoc Tran (Stat. Comput., 2020)

The Block-Poisson Estimator for Optimally Tuned Exact Subsampling MCMC. - Matias Quiroz; Minh-Ngoc Tran; Mattias Villani; Robert Kohn; Khue-Dung Dang (J. Comput. Graph. Stat., 2021)

Mixtures of Gaussian process experts based on kernel stick-breaking processes. - Yuji Saikai; Khue-Dung Dang (CoRR, 2023)

Simultaneous Coefficient Clustering and Sparsity for Multivariate Mixed Models. - Francis K. C. Hui; Khue-Dung Dang; Luca Maestrini (J. Comput. Graph. Stat., 2025)