7 citations · 7 across the 2 of their papers we have counts for
3 papers
stat.ML2026
Discrete Score Matching Enables Causal Discovery from Count Data
Euijong Song, Hyewon Park, Gunwoong Park
Count data pose a challenge for score-matching-based causal discovery: derivatives are unavailable, and simply replacing them with finite differences does not generally suffice for…
cs.LG2026
LoMETab: Beyond Rank-1 Ensembles for Tabular Deep Learning
Changryeol Choi, Hyewon Park, Yujin Kwon +1
Recent tabular learning benchmarks increasingly show a tight performance cluster rather than a clear hierarchy among leading methods, spanning gradient boosted decision trees, atte…
stat.ML2018★ 7 cited
Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models
Gunwoong Park, Hyewon Park
We introduce a new class of identifiable DAG models where the conditional distribution of each node given its parents belongs to a family of generalized hypergeometric distribution…