Kuang-Yao Lee

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

ORCID: 0000-0002-7647-438X

Department of Statistics, Operations, and Data Science, Temple University , Philadelphia, PA 19122 , USA

Publications

• Functional Directed Acyclic Graphs — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Conditional Functional Graphical Models — Journal of the American Statistical Association 2023
• Nonparametric Functional Graphical Modeling Through Functional Additive Regression Operator — Journal of the American Statistical Association 2023
• Functional structural equation model — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
• Functional sufficient dimension reduction through average Fréchet derivatives — The Annals of Statistics 2022
• Learning Causal Networks via Additive Faithfulness — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Variable selection via additive conditional independence — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• On an additive partial correlation operator and nonparametric estimation of graphical models — Biometrika 2016
• A general theory for nonlinear sufficient dimension reduction: Formulation and estimation — The Annals of Statistics 2013 (name-matched, not ORCID-linked)
• Generalized point process additive models — Journal of the Royal Statistical Society: Series B (Statistical Methodology)