Junhyung Park
6 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
causal inference
(3)
measure theory
(3)
causal space
(3)
probability space
(2)
maximum mean discrepancy
(1)
kernel mean embedding
(1)
causal effect
(1)
treatment effect estimation
(1)
treatment effect
(1)
empirical process
(1)
conditional mean embedding
(1)
metric entropy
(1)
smooth function
(1)
sigma algebra
(1)
conditional distributional treatment effect
(1)
kernel conditional mean embedding
(1)
measure-theoretic approach
(1)
uniform law of large number
(1)
intervention analysis
(1)
u-statistic regression
(1)
Papers
A fine-grained look at causal effects in causal spaces
CLeaR 2026
Products, Abstractions and Inclusions of Causal Spaces
UAI 2024
A Measure-Theoretic Axiomatisation of Causality
NeurIPS 2023
Towards Empirical Process Theory for Vector-Valued Functions: Metric Entropy of Smooth Function Classes
ALT 2023
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression
ICML 2021
A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings
NeurIPS 2020