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Leo Duan
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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
7832017
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
642013
Computationally efficient joint species distribution modeling of big spatial data
G Tikhonov, L Duan, N Abrego, G Newell, M White, D Dunson, ...
Ecology, 2019
592019
Scaling up Data Augmentation MCMC via Calibration
LL Duan, JE Johndrow, DB Dunson
Journal of Machine Learning Research, 2018
292018
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
252015
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
242011
Bayesian Constraint Relaxation
LL Duan, AL Young, A Nishimura, DB Dunson
Biometrika, 2019
212019
Bayesian Distance Clustering
L Duan, D Dunson
Journal of Machine Learning Research, 2021
192021
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
182017
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, 1282-1290, 2016
152016
Transport Monte Carlo: high-accuracy posterior approximation via random transport
LL Duan
Journal of the American Statistical Association, 1-12, 2021
112021
Latent Simplex Position Model: High Dimensional Multi-view Clustering with Uncertainty Quantification
LL Duan
Journal of Machine Learning Research, 2020
112020
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
102016
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
72023
Consistent Model-based Clustering using the Quasi-Bernoulli Stick-Breaking Process
C Zeng, J Miller, LL Duan
Journal of Machine Learning Research, 2023
7*2023
Tuning-Free Disentanglement via Projection
Y Bai, LL Duan
https://arxiv.org/abs/1906.11732, 2019
62019
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
62012
Spiked Laplacian Graphs: Bayesian Community Detection in Heterogeneous Networks
LL Duan, G Michailidis, M Ding
Journal of Machine Learning Research, 2022
42022
Joint Hierarchical Gaussian Process Model with Application to Forecast in Medical Monitoring
LL Duan, X Wang, JP Clancy, RD Szczesniak
STAT, 2018
4*2018
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
32023
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Articles 1–20