Gunwoong Park

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 16

Top Topics

Directed Graphical Models

Structural Equation Models

Bayesian Networks

Top Venues

J. Mach. Learn. Res.

Comput. Stat. Data Anal.

Publications

Gunwoong Park
Computationally Efficient Learning of Gaussian Linear Structural Equation Models with Equal Error Variances. J. Comput. Graph. Stat. 32 (3) (2023)
Semin Choi, Yesool Kim, Gunwoong Park
-regularized regressions. Comput. Stat. Data Anal. 181 (2023)
Seyong Hwang, Kyoungjae Lee, Sunmin Oh, Gunwoong Park
Bayesian Approach to Linear Bayesian Networks. CoRR (2023)
Gunwoong Park, Yesool Kim
Learning high-dimensional Gaussian linear structural equation models with heterogeneous error variances. Comput. Stat. Data Anal. 154 (2021)
Hyuna Cho, Gunwoong Park, Amal Isaiah, Won Hwa Kim
Covariate Correcting Networks for Identifying Associations Between Socioeconomic Factors and Brain Outcomes in Children. MICCAI (7) (2021)
Gunwoong Park, Sang Jun Moon, Sion Park, Jong-June Jeon
Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression. J. Mach. Learn. Res. 22 (2021)
Gunwoong Park
Identifiability of Additive Noise Models Using Conditional Variances. J. Mach. Learn. Res. 21 (2020)
Gunwoong Park, Sion Park
High-Dimensional Poisson Structural Equation Model Learning via $\ell_1$-Regularized Regression. J. Mach. Learn. Res. 20 (2019)
Gunwoong Park
Identifiability of Gaussian Structural Equation Models with Homogeneous and Heterogeneous Error Variances. CoRR (2019)
Gunwoong Park, Hyewon Park
Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models. AISTATS (2019)
Gunwoong Park
-Regularized Regression. CoRR (2018)
Gunwoong Park
Learning Generalized Hypergeometric Distribution (GHD) DAG models. CoRR (2018)
Gunwoong Park, Garvesh Raskutti
Learning Quadratic Variance Function (QVF) DAG models via OverDispersion Scoring (ODS). CoRR (2017)
Gunwoong Park, Garvesh Raskutti
Learning Quadratic Variance Function (QVF) DAG Models via OverDispersion Scoring (ODS). J. Mach. Learn. Res. 18 (2017)
Gunwoong Park, Garvesh Raskutti
Identifiability assumptions for directed graphical models with feedback. CoRR (2016)
Gunwoong Park, Garvesh Raskutti
Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring. NIPS (2015)