Ji Won Park
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Keywords
langevin dynamics
(1)
conformal prediction
(1)
uncertainty quantification
(1)
markov chain monte carlo
(1)
gaussian process
(1)
copula
(1)
bayesian optimization
(1)
generative model
(1)
acquisition function
(1)
empirical baye
(1)
vine copula
(1)
influence function
(1)
molecular representation
(1)
density ratio
(1)
sampling algorithm
(1)
coverage guarantee
(1)
log-concave density
(1)
multivariate rank
(1)
pareto optimal solution
(1)
bayesian optimisation
(1)
Papers
Reliable Algorithm Selection for Machine Learning-Guided Design
ICML 2025
Semiparametric conformal prediction
AISTATS 2025
BOtied: Multi-objective Bayesian optimization with tied multivariate ranks
ICML 2024
Chain of Log-Concave Markov Chains
ICLR 2024
GAUCHE: A Library for Gaussian Processes in Chemistry
NeurIPS 2023