How to make more out of community data? A conceptual framework and its implementation as models and software O Ovaskainen, G Tikhonov, A Norberg, F Guillaume Blanchet, L Duan, ... Ecology letters 20 (5), 561-576, 2017 | 936 | 2017 |
Computationally efficient joint species distribution modeling of big spatial data G Tikhonov, L Duan, N Abrego, G Newell, M White, D Dunson, ... Ecology, 2019 | 79 | 2019 |
A semiparametric approach to estimate rapid lung function decline in cystic fibrosis RD Szczesniak, GL McPhail, LL Duan, M Macaluso, RS Amin, JP Clancy Annals of epidemiology 23 (12), 771-777, 2013 | 69 | 2013 |
Scaling up Data Augmentation MCMC via Calibration LL Duan, JE Johndrow, DB Dunson Journal of Machine Learning Research, 2018 | 35 | 2018 |
Concentration of fractional excretion of nitric oxide (FENO): A potential airway biomarker of restored CFTR function K Kotha, RD Szczesniak, AP Naren, MC Fenchel, LL Duan, GL McPhail, ... Journal of Cystic Fibrosis 14 (6), 733-740, 2015 | 25 | 2015 |
Bayesian Constraint Relaxation LL Duan, AL Young, A Nishimura, DB Dunson Biometrika, 2019 | 24 | 2019 |
Exploring the mechanical stability of the C2 domains in human synaptotagmin 1 L Duan, A Zhmurov, V Barsegov, RI Dima The Journal of Physical Chemistry B 115 (33), 10133-10146, 2011 | 24 | 2011 |
Bayesian Distance Clustering L Duan, D Dunson Journal of Machine Learning Research, 2021 | 22 | 2021 |
The effects of medication alerts on prescriber response in a pediatric hospital JW Dexheimer, ES Kirkendall, M Kouril, PA Hagedorn, T Minich, LL Duan, ... Applied Clinical Informatics 8 (02), 491-501, 2017 | 19 | 2017 |
Longitudinal patterns of glycemic control and blood pressure in pregnant women with type 1 diabetes mellitus: phenotypes from functional data analysis RD Szczesniak, D Li, LL Duan, M Altaye, M Miodovnik, JC Khoury American journal of perinatology 33 (13), 1282-1290, 2016 | 16 | 2016 |
Transport Monte Carlo: high-accuracy posterior approximation via random transport LL Duan Journal of the American Statistical Association, 1-12, 2021 | 13 | 2021 |
Bayesian inference with the l1-ball prior: Solving combinatorial problems with exact zeros M Xu, LL Duan Journal of the Royal Statistical Society: Series B, 2023 | 11 | 2023 |
Latent Simplex Position Model: High Dimensional Multi-view Clustering with Uncertainty Quantification LL Duan Journal of Machine Learning Research, 2020 | 11 | 2020 |
Bayesian ensemble trees (bet) for clustering and prediction in heterogeneous data LL Duan, JP Clancy, RD Szczesniak Journal of Computational and Graphical Statistics 25 (3), 748-761, 2016 | 11 | 2016 |
Consistent Model-based Clustering using the Quasi-Bernoulli Stick-Breaking Process C Zeng, J Miller, LL Duan Journal of Machine Learning Research, 2023 | 10* | 2023 |
Spectral Clustering, Spanning Forest, and Bayesian Forest Process LL Duan, A Roy Journal of the American Statistical Association, 2023 | 6* | 2023 |
Bayesian Inference using the Proximal Mapping: Uncertainty Quantification under Varying Dimensionality M Xu, H Zhou, Y Hu, LL Duan Journal of the American Statistical Association, 2023 | 6 | 2023 |
Exploring the role of topological frustration in actin refolding with molecular simulations JY Lee, L Duan, TM Iverson, RI Dima The Journal of Physical Chemistry B 116 (5), 1677-1686, 2012 | 6 | 2012 |
Bayesian Spanning Tree: Estimating the Backbone of the Dependence Graph LL Duan, DB Dunson Journal of Machine Learning Research, 2024 | 5 | 2024 |
Tuning-Free Disentanglement via Projection Y Bai, LL Duan https://arxiv.org/abs/1906.11732, 2019 | 5 | 2019 |