Kwangho Kim
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types
(3)
Mathematics & Optimization
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Mathematics
(1)
Statistics
(1)
Techniques
(1)
Keywords
causal inference
(3)
topological data analysis
(2)
statistical learning theory
(1)
k-means clustering
(1)
policy learning
(1)
hierarchical clustering
(1)
deep learning
(1)
stability analysis
(1)
differentiable programming
(1)
nonparametric inference
(1)
persistent homology
(1)
counterfactual regression
(1)
treatment effect
(1)
causal clustering
(1)
density-based clustering
(1)
subgroup identification
(1)
topological feature
(1)
fair machine learning
(1)
hilbert space embedding
(1)
treatment effect heterogeneity
(1)
Papers
Provably Correct k-Means Clustering of Persistence Diagrams
UAI 2026
Hierarchical and Density-based Causal Clustering
NeurIPS 2024
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning
ICML 2023
Doubly Robust Counterfactual Classification
NeurIPS 2022
PLLay: Efficient Topological Layer based on Persistent Landscapes
NeurIPS 2020