Gunwoong Park

19 papers A 2Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Discovering causal structures in corrupted data: frugality in anchored Gaussian DAG models.
Comput. Stat. Data Anal.
Joonho Shin, Junhyoung Chung, Seyong Hwang, Gunwoong Park
2025 J jnl
Discretization: Privacy-preserving data publishing for causal discovery.
Comput. Stat. Data Anal.
Youngmin Ahn, Woongjoon Park, Gunwoong Park
2025 A conf
Optimal estimation of linear non-Gaussian structure equation models.
AISTATS
Sunmin Oh, Seungsu Han, Gunwoong Park
2023 J jnl
Bayesian Approach to Linear Bayesian Networks.
CoRR
Seyong Hwang, Kyoungjae Lee, Sunmin Oh, Gunwoong Park
2023 J jnl
Computationally Efficient Learning of Gaussian Linear Structural Equation Models with Equal Error Variances.
J. Comput. Graph. Stat.
Gunwoong Park
2023 J jnl
Densely connected sub-Gaussian linear structural equation model learning via
Comput. Stat. Data Anal.
Semin Choi, Yesool Kim, Gunwoong Park
2021 — conf
Covariate Correcting Networks for Identifying Associations Between Socioeconomic Factors and Brain Outcomes in Children.
MICCAI (7)
Hyuna Cho, Gunwoong Park, Amal Isaiah, Won Hwa Kim
2021 J jnl
Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression.
J. Mach. Learn. Res.
Gunwoong Park, Sang Jun Moon, Sion Park, Jong-June Jeon
2021 J jnl
Learning high-dimensional Gaussian linear structural equation models with heterogeneous error variances.
Comput. Stat. Data Anal.
Gunwoong Park, Yesool Kim
2020 J jnl
Identifiability of Additive Noise Models Using Conditional Variances.
J. Mach. Learn. Res.
Gunwoong Park
2019 J jnl
High-Dimensional Poisson Structural Equation Model Learning via $\ell_1$-Regularized Regression.
J. Mach. Learn. Res.
Gunwoong Park, Sion Park
2019 J jnl
Identifiability of Gaussian Structural Equation Models with Homogeneous and Heterogeneous Error Variances.
CoRR
Gunwoong Park
2019 A conf
Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models.
AISTATS
Gunwoong Park, Hyewon Park
2018 J jnl
High-Dimensional Poisson DAG Model Learning Using ε
CoRR
Gunwoong Park
2018 J jnl
Learning Generalized Hypergeometric Distribution (GHD) DAG models.
CoRR
Gunwoong Park
2017 J jnl
Learning Quadratic Variance Function (QVF) DAG Models via OverDispersion Scoring (ODS).
J. Mach. Learn. Res.
Gunwoong Park, Garvesh Raskutti
2017 J jnl
Learning Quadratic Variance Function (QVF) DAG models via OverDispersion Scoring (ODS).
CoRR
Gunwoong Park, Garvesh Raskutti
2016 J jnl
Identifiability assumptions for directed graphical models with feedback.
CoRR
Gunwoong Park, Garvesh Raskutti
2015 — conf
Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring.
NIPS
Gunwoong Park, Garvesh Raskutti