Junhyung Park
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
๐บ๏ธ Taxonomy Completionist (11) ๐ Interdisciplinary Bridge ๐ Cross-Pollinator (15) ๐ Conference Polyglot (4) ๐งญ Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Trend Setter
Conferences
NIPS (2)
ALT (1)
ICML (1)
UAI (1)
Research topics
Keywords
measure theory
(2)
causal inference
(2)
hilbert-schmidt independence criterion
(1)
rademacher complexity
(1)
maximum mean discrepancy
(1)
kernel mean embedding
(1)
probability space
(1)
treatment effect estimation
(1)
empirical process
(1)
conditional mean embedding
(1)
metric entropy
(1)
smooth function
(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)
kolmogorov axiomatisation
(1)
causal space
(1)
Papers
Products, Abstractions and Inclusions of Causal Spaces
UAI 2024
A Measure-Theoretic Axiomatisation of Causality
NIPS 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
NIPS 2020