Learning Shared and Source-specific Subspaces across Multiple Data Sources for Functional Data
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Chi, Sang, Peijun, Qin, Yingli |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Order Determination for Functional Data
by: Zhang, Chi, et al.
Published: (2025)
by: Zhang, Chi, et al.
Published: (2025)
Two-sample inference for sparse functional data
by: Zhang, Chi, et al.
Published: (2023)
by: Zhang, Chi, et al.
Published: (2023)
Kernel-based Method for Detecting Structural Break in Distribution of Functional Data
by: Sang, Peijun, et al.
Published: (2025)
by: Sang, Peijun, et al.
Published: (2025)
Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis
by: Chandra, Noirrit Kiran, et al.
Published: (2023)
by: Chandra, Noirrit Kiran, et al.
Published: (2023)
Bootstrap Nonparametric Inference under Data Integration
by: Shang, Zuofeng, et al.
Published: (2025)
by: Shang, Zuofeng, et al.
Published: (2025)
Functional Cox model for interval-censored data
by: Xu, Yangjianchen, et al.
Published: (2026)
by: Xu, Yangjianchen, et al.
Published: (2026)
A Novel Approach for Data Integration with Multiple Heterogeneous Data Sources
by: Shamsi, Farimah, et al.
Published: (2025)
by: Shamsi, Farimah, et al.
Published: (2025)
Integrating Multiple Data Sources with Interactions in Multi-Omics Using Cooperative Learning
by: D'Alessandro, Matteo, et al.
Published: (2024)
by: D'Alessandro, Matteo, et al.
Published: (2024)
Optimal Estimation of Shared Singular Subspaces across Multiple Noisy Matrices
by: Ma, Zhengchi, et al.
Published: (2024)
by: Ma, Zhengchi, et al.
Published: (2024)
Functional principal component analysis with informative observation times
by: Sang, Peijun, et al.
Published: (2022)
by: Sang, Peijun, et al.
Published: (2022)
Enterprise Profit Prediction Using Multiple Data Sources with Missing Values through Vertical Federated Learning
by: Tang, Huiyun, et al.
Published: (2025)
by: Tang, Huiyun, et al.
Published: (2025)
Variational Nonparametric Inference in Functional Stochastic Block Model
by: Shang, Zuofeng, et al.
Published: (2024)
by: Shang, Zuofeng, et al.
Published: (2024)
StablePCA: Distributionally Robust Learning of Shared Representations from Multi-Source Data
by: Wang, Zhenyu, et al.
Published: (2025)
by: Wang, Zhenyu, et al.
Published: (2025)
Varying coefficient model for longitudinal data with informative observation times
by: Gu, Yu, et al.
Published: (2026)
by: Gu, Yu, et al.
Published: (2026)
Test-Negative Designs with Multiple Testing Sources
by: Yu, Mengxin, et al.
Published: (2025)
by: Yu, Mengxin, et al.
Published: (2025)
Uncertainty Quantification With Multiple Sources
by: Ying, Mufang, et al.
Published: (2024)
by: Ying, Mufang, et al.
Published: (2024)
Data Integration Via Analysis of Subspaces (DIVAS)
by: Prothero, Jack B., et al.
Published: (2022)
by: Prothero, Jack B., et al.
Published: (2022)
BAMIFun: Bayesian Multiple Imputation for Functional Data
by: Jiang, Ziren, et al.
Published: (2026)
by: Jiang, Ziren, et al.
Published: (2026)
Filtration-Based Learning of Multiscale Shared Structures for Multiple Functional Predictors
by: Jiao, Shuhao, et al.
Published: (2025)
by: Jiao, Shuhao, et al.
Published: (2025)
Likelihood-based Nonparametric Receiver Operating Characteristic Curve Analysis in the Presence of Imperfect Reference Standard
by: Sun, Yifan, et al.
Published: (2025)
by: Sun, Yifan, et al.
Published: (2025)
Continuum centroid classifier for functional data
by: Zhou, Zhiyang, et al.
Published: (2021)
by: Zhou, Zhiyang, et al.
Published: (2021)
Spherical Mixture Integration for Latent Embedding Alignment across Multi-Source Feature Spaces
by: Zhang, Yuming, et al.
Published: (2026)
by: Zhang, Yuming, et al.
Published: (2026)
Variable Selection for Multi-Source Count Data with Controlled False Discovery Rate
by: Tang, Shan, et al.
Published: (2024)
by: Tang, Shan, et al.
Published: (2024)
Model positive and unlabeled data with a generalized additive density ratio model
by: Sang, Peijun, et al.
Published: (2025)
by: Sang, Peijun, et al.
Published: (2025)
Bayesian Framework for Multi-Source Data Integration -- Application to Human Extrapolation From Preclinical Studies
by: Boulet, Sandrine, et al.
Published: (2022)
by: Boulet, Sandrine, et al.
Published: (2022)
Multi-Site Health Research Integrating Complementary Data Sources: A Scoping Review of Statistical Inference Methods for Vertically Partitioned Data
by: Domingue, Marie-Pier, et al.
Published: (2026)
by: Domingue, Marie-Pier, et al.
Published: (2026)
Multi-faceted Neuroimaging Data Integration via Analysis of Subspaces
by: Ackerman, Andrew, et al.
Published: (2024)
by: Ackerman, Andrew, et al.
Published: (2024)
Conformal Inference For Missing Data under Multiple Robust Learning
by: Tang, Wenlu, et al.
Published: (2025)
by: Tang, Wenlu, et al.
Published: (2025)
Data-Driven Adjustment for Multiple Treatments
by: LaPlante, Sara, et al.
Published: (2025)
by: LaPlante, Sara, et al.
Published: (2025)
Functional Change Point Detection via Adjacent Deviation Subspace
by: Yu, Luoyao, et al.
Published: (2025)
by: Yu, Luoyao, et al.
Published: (2025)
Nonparametric Estimation for a Log-concave Distribution Function with Interval-censored Data
by: Chu, Chi Wing, et al.
Published: (2024)
by: Chu, Chi Wing, et al.
Published: (2024)
Transfer Learning for Robust Structured Regression with Bi-level Source Detection
by: Shi, Haoming, et al.
Published: (2026)
by: Shi, Haoming, et al.
Published: (2026)
Learning Sequential Decisions from Multiple Sources via Group-Robust Markov Decision Processes
by: Xu, Mingyuan, et al.
Published: (2026)
by: Xu, Mingyuan, et al.
Published: (2026)
Supervised Manifold Learning for Functional Data
by: Tan, Ruoxu, et al.
Published: (2025)
by: Tan, Ruoxu, et al.
Published: (2025)
A Multiplicative Instrumental Variable Model for Data Missing Not-at-Random
by: Zhang, Yunshu, et al.
Published: (2025)
by: Zhang, Yunshu, et al.
Published: (2025)
Bayesian Function-on-Function Regression for Spatial Functional Data
by: Lee, Heesang, et al.
Published: (2024)
by: Lee, Heesang, et al.
Published: (2024)
Collaborative Inference for Sparse High-Dimensional Models with Non-Shared Data
by: Gu, Yifan, et al.
Published: (2025)
by: Gu, Yifan, et al.
Published: (2025)
Constructing a T-test for Value Function Comparison of Individualized Treatment Regimes in the Presence of Multiple Imputation for Missing Data
by: Lu, Minxin, et al.
Published: (2023)
by: Lu, Minxin, et al.
Published: (2023)
Bi-SCORE for Weighted Bipartite Networks with Application in Knowledge Source Discovery
by: Xie, Zicheng, et al.
Published: (2025)
by: Xie, Zicheng, et al.
Published: (2025)
Large-scale Multiple Testing of Cross-covariance Functions with Applications to Functional Network Models
by: Fang, Qin, et al.
Published: (2024)
by: Fang, Qin, et al.
Published: (2024)
Similar Items
-
Order Determination for Functional Data
by: Zhang, Chi, et al.
Published: (2025) -
Two-sample inference for sparse functional data
by: Zhang, Chi, et al.
Published: (2023) -
Kernel-based Method for Detecting Structural Break in Distribution of Functional Data
by: Sang, Peijun, et al.
Published: (2025) -
Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis
by: Chandra, Noirrit Kiran, et al.
Published: (2023) -
Bootstrap Nonparametric Inference under Data Integration
by: Shang, Zuofeng, et al.
Published: (2025)