Ying Sun

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6703-4270

Publications

• High-dimensional Parameter Transfer With Fused-Regularizer — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Decentralized Sparse Linear Regression via Gradient-Tracking — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Distributed Sparse Regression via Penalization — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Decentralized Dictionary Learning Over Time-Varying Digraphs — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Coherence-based time series clustering for statistical inference and visualization of brain connectivity — The Annals of Applied Statistics 2019
• A Geometric Approach to Visualization of Variability in Functional Data — Journal of the American Statistical Association 2017
• A stochastic space-time model for intermittent precipitation occurrences — The Annals of Applied Statistics 2015 (name-matched, not ORCID-linked)
• A Valid Matérn Class of Cross-Covariance Functions for Multivariate Random Fields With Any Number of Components — Journal of the American Statistical Association 2012
• Fully decentralized inference for spatial data using low-rank models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) (name-matched, not ORCID-linked)