Gunwoong Park
7 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Conferences
JMLR (4)
AISTATS (2)
NIPS (1)
Top co-authors
Keywords
graphical model
(4)
directed acyclic graph
(3)
structure learning
(3)
causal discovery
(3)
causal inference
(2)
high-dimensional statistics
(2)
l1 regularization
(2)
poisson distribution
(2)
structural equation model
(2)
generalized hypergeometric distribution
(1)
l1-regularized regression
(1)
probabilistic modeling
(1)
high dimensional linear model
(1)
additive noise model
(1)
dag learning
(1)
dag model
(1)
bayesian network
(1)
regularized regression
(1)
Papers
Optimal estimation of linear non-Gaussian structure equation models
AISTATS 2025
Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression
JMLR 2021
Identifiability of Additive Noise Models Using Conditional Variances
JMLR 2020
Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models
AISTATS 2019
High-Dimensional Poisson Structural Equation Model Learning via $\ell_1$-Regularized Regression
JMLR 2019
Learning Quadratic Variance Function (QVF) DAG Models via OverDispersion Scoring (ODS)
JMLR 2018
Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring
NIPS 2015