Didong Li
Princeton University
H-index: 8
North America-United States
Top articles of Didong Li
A compromise criterion for weighted least squares estimates
arXiv preprint arXiv:2404.00753
2024/3/31
Lower Ricci Curvature for Efficient Community Detection
arXiv preprint arXiv:2401.10124
2024/1/18
Didong Li
H-Index: 3
Gaussian Processes for Time Series with Lead-Lag Effects with applications to biology data
arXiv preprint arXiv:2401.07400
2024/1/15
Contrastive linear regression
arXiv preprint arXiv:2401.03106
2024/1/6
On the Identifiability and Interpretability of Gaussian Process Models
Advances in Neural Information Processing Systems (NeurIPS)
2023/10/25
Tree representations of brain structural connectivity via persistent homology
Frontiers in Neuroscience
2023/10/13
Alignment of spatial genomics data using deep Gaussian processes
Nature Methods
2023/9
Andrew Jones
H-Index: 67
Didong Li
H-Index: 3
Contrastive inverse regression for dimension reduction
arXiv preprint arXiv:2305.12287
2023/5/20
Didong Li
H-Index: 3
Optimizing the design of spatial genomic studies
bioRxiv
2023/1/31
Inference for Gaussian processes with Matérn covariogram on compact Riemannian manifolds
Journal of Machine Learning Research
2023
Exponential-wrapped distributions on symmetric spaces
SIAM Journal on Mathematics of Data Science
2022/12/31
Didong Li
H-Index: 3
Yulong Lu
H-Index: 9
Contrastive latent variable modeling with application to case-control sequencing experiments
The Annals of Applied Statistics
2022/9
Andrew Jones
H-Index: 67
Didong Li
H-Index: 3
Absolute Winding Number Differentiates Mouse Spatial Navigation Strategies With Genetic Risk for Alzheimer’s Disease
Frontiers in neuroscience
2022/6/17
Alexandra Badea
H-Index: 18
Didong Li
H-Index: 3
Spherical rotation dimension reduction with geometric loss functions
arXiv preprint arXiv:2204.10975
2022/4/23
Didong Li
H-Index: 3
Efficient manifold approximation with spherelets
Journal of the Royal Statistical Society Series B
2022/4/12
Didong Li
H-Index: 3
Efficient Bayesian Inverse Reinforcement Learning via Conditional Kernel Density Estimation
2022/1/29
Multi-group Gaussian processes
arXiv preprint arXiv:2110.08411
2021/10/15
From the Greene--Wu Convolution to Gradient Estimation over Riemannian Manifolds
arXiv preprint arXiv:2108.07406
2021/8/17
Tianyu Wang
H-Index: 3
Didong Li
H-Index: 3
Efficient Weingarten map and curvature estimation on manifolds
Machine Learning
2021/6
Hierarchical Gaussian Processes and Mixtures of Experts to Model COVID-19 Patient Trajectories (preprint)
2021
Co-Authors
