Shuxiao Chen
Shuxiao Chen
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A Group-Theoretic Framework for Data Augmentation
S Chen, E Dobriban, JH Lee
Journal of Machine Learning Research 21 (245), 1-71, 2020
Valid Inference Corrected for Outlier Removal
S Chen, J Bien
Journal of Computational and Graphical Statistics 29 (2), 323-334, 2020
Federated f-differential privacy
Q Zheng, S Chen, Q Long, W Su
International Conference on Artificial Intelligence and Statistics, 2251-2259, 2021
Global and individualized community detection in inhomogeneous multilayer networks
S Chen, S Liu, Z Ma
The Annals of Statistics 50 (5), 2664-2693, 2022
Organization of the human intestine at single-cell resolution
JW Hickey, WR Becker, SA Nevins, A Horning, AE Perez, C Zhu, B Zhu, ...
Nature 619 (7970), 572-584, 2023
Weighted Training for Cross-Task Learning
S Chen, K Crammer, H He, D Roth, WJ Su
International Conference on Learning Representations, 2021
Minimax Estimation for Personalized Federated Learning: An Alternative between FedAvg and Local Training?
S Chen, Q Zheng, Q Long, WJ Su
Journal of Machine Learning Research 24 (262), 1-59, 2023
Robust single-cell matching and multimodal analysis using shared and distinct features
B Zhu, S Chen, Y Bai, H Chen, G Liao, N Mukherjee, G Vazquez, ...
Nature Methods 20 (2), 304-315, 2023
Estimating and improving dynamic treatment regimes with a time-varying instrumental variable
S Chen, B Zhang
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023
Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity
S Chen, H He, WJ Su
Advances in Neural Information Processing Systems 33, 2020
One-way matching of datasets with low rank signals
S Chen, S Jiang, Z Ma, GP Nolan, B Zhu
arXiv preprint arXiv:2204.13858, 2022
Minimax rates and adaptivity in combining experimental and observational data
S Chen, B Zhang, T Ye
arXiv preprint arXiv:2109.10522, 2021
Integration of spatial and single-cell data across modalities with weakly linked features
S Chen, B Zhu, S Huang, JW Hickey, KZ Lin, M Snyder, WJ Greenleaf, ...
Nature Biotechnology, 1-11, 2023
The role of placebo samples in observational studies
T Ye, S Chen, B Zhang
arXiv preprint arXiv:2205.10761, 2022
Learning from Multiple and Heterogeneous Datasets
S Chen
University of Pennsylvania, 2022
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