Non-bifurcating Phylogenetic Tree Inference via The Adaptive LASSO
Cheng Zhang*, Vu Dinh*, Frederick A. Matsen IV
ArXiv:1805.11073

Generalizing Tree Probability Estimation via Bayesian Networks
Cheng Zhang, Frederick A. Matsen IV
Arxiv:1805.07834

Variational Hamiltonian Monte Carlo via Score Matching
Cheng Zhang, Babak Shahbaba, Hongkai Zhao
Bayesian Analysis 13(2), 2018, pp. 486-506

Hamiltonian Monte Carlo Acceleration Using Surrogate Functions with Random Bases
Cheng Zhang, Babak Shahbaba, Hongkai Zhao
Statistics and Computing 27(6), 2017, pp. 1473-1490
[code]

Precomputing Strategy for Hamiltonian Monte Carlo Methods Based on Regularity in Parameter Space
Cheng Zhang, Babak Shahbaba, Hongkai Zhao
Computational Statistics 32(1), 2017, pp. 253-279

Probabilistic Path Hamiltonian Monte Carlo
Vu Dinh*, Arman Bilge*, Cheng Zhang*, Frederick A. Matsen IV
ICML 2017
[code] [poster]