Youngseog Chung
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
offline reinforcement learning
(1)
black-box optimization
(1)
calibration
(1)
uncertainty quantification
(1)
gaussian process
(1)
time series
(1)
quantile regression
(1)
pinball loss
(1)
model-based reinforcement learning
(1)
reward function
(1)
bayesian optimization
(1)
dynamics model
(1)
feedback control
(1)
probabilistic forecasting
(1)
offline optimization
(1)
joint distribution
(1)
plasma control
(1)
multi-task optimization
(1)
contextual optimization
(1)
probabilistic forecast
(1)
Papers
Sampling-based Multi-dimensional Recalibration
ICML 2024
Offline Model-Based Reinforcement Learning for Tokamak Control
L4DC 2023
Parity calibration
UAI 2023
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification
NeurIPS 2021
Offline Contextual Bayesian Optimization
NeurIPS 2019