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Didong Li
Didong Li
Assistant Professor, Department of Biostatistics, Gillings School of Global Public Health, UNC
Adresse e-mail validée de unc.edu - Page d'accueil
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Année
Alignment of spatial genomics data using deep Gaussian processes
A Jones, FW Townes, D Li, BE Engelhardt
Nature Methods 20 (9), 1379-1387, 2023
47*2023
Efficient manifold approximation with spherelets
D Li, M Mukhopadhyay, DB Dunson
Journal of the Royal Statistical Society Series B 84 (4), 1129-1149, 2022
402022
2D Dubins path in environments with obstacle
D Yang, D Li, H Sun
Mathematical Problems in Engineering 2013 (1), 291372, 2013
352013
Geodesic distance estimation with spherelets
D Li, DB Dunson
arXiv preprint arXiv:1907.00296, 2019
292019
Probabilistic contrastive dimension reduction for case-control study data
D Li*, A Jones*, B Engelhardt
The Annals of Applied Statistics 18 (3), 2207-2229, 2024
21*2024
Estimating densities with nonlinear support using Fisher-Gaussian kernels
M Mukhopadhyay*, D Li*, DB Dunson
Journal of Royal Statistical Society: Series B 82 (5), 1249-1271, 2020
212020
Contrastive latent variable modeling with application to case-control sequencing experiments
A Jones, FW Townes, D Li, BE Engelhardt
The Annals of Applied Statistics 16 (3), 1268-1291, 2022
172022
Inference for Gaussian processes with Matérn covariogram on compact Riemannian manifolds
D Li, W Tang, S Banerjee
Journal of Machine Learning Research 24 (101), 1-26, 2023
152023
Efficient Weingarten map and curvature estimation on manifolds
Y Cao, D Li, H Sun, AH Assadi, S Zhang
Machine Learning 110 (6), 1319-1344, 2021
13*2021
Exponential-wrapped distributions on symmetric spaces
E Chevallier, D Li, Y Lu, D Dunson
SIAM Journal on Mathematics of Data Science 4 (4), 1347-1368, 2022
12*2022
Absolute Winding Number Differentiates Mouse Spatial Navigation Strategies With Genetic Risk for Alzheimer’s Disease
A Badea*, D Li*, AR Niculescu, RJ Anderson, JA Stout, CL Williams, ...
Frontiers in neuroscience 16, 848654, 2022
11*2022
Classification via local manifold approximation
D Li, DB Dunson
Biometrika 107 (4), 1013-1020, 2020
102020
Spherical rotation dimension reduction with geometric loss functions
H Luo, JE Purvis, D Li
Journal of Machine Learning Research 25 (175), 1-55, 2024
82024
From the Greene--Wu Convolution to Gradient Estimation over Riemannian Manifolds
T Wang, Y Huang, D Li
arXiv preprint arXiv:2108.07406, 2021
82021
KD-BIRL: Kernel Density Bayesian Inverse Reinforcement Learning
A Mandyam, D Li, A Jones, D Cai, BE Engelhardt
Transactions on Machine Learning Research, 2024
7*2024
Multi-group Gaussian processes
D Li, A Jones, S Banerjee, BE Engelhardt
arXiv preprint arXiv:2110.08411, 2021
72021
On the Identifiability and Interpretability of Gaussian Process Models
J Chen, W Mu, Y Li, D Li
Advances in Neural Information Processing Systems (NeurIPS), 2023
62023
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
J Chen, M Zhou, W Wu, J Zhang, Y Li, D Li
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
52024
Hierarchical Gaussian processes and mixtures of experts to model Covid-19 patient trajectories
S Cui, EC Yoo, D Li, K Laudanski, BE Engelhardt
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2022, 266-277, 2021
52021
A statistical cohomogeneity one metric on the upper plane with constant negative curvature
L Cao, D Li, E Zhang, Z Zhang, H Sun
Advances in Mathematical Physics 2014 (1), 832683, 2014
52014
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