Changyong Oh
5 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Mathematics & Optimization
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Optimization
(3)
Deep Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
bayesian optimization
(4)
gaussian process
(3)
hyperparameter optimization
(3)
combinatorial optimization
(2)
posterior distribution
(1)
high-dimensional optimization
(1)
posterior approximation
(1)
batch optimization
(1)
determinantal point process
(1)
regret bound
(1)
acquisition function
(1)
surrogate model
(1)
bayesian neural network
(1)
weight uncertainty
(1)
network compression
(1)
cylindrical kernel
(1)
variational posterior
(1)
kernel methods
(1)
frequency modulated kernel
(1)
mixed variable optimization
(1)
Papers
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
NeurIPS 2022
Mixed variable Bayesian optimization with frequency modulated kernels
UAI 2021
Radial and Directional Posteriors for Bayesian Deep Learning
AAAI 2020
Combinatorial Bayesian Optimization using the Graph Cartesian Product
NeurIPS 2019
BOCK : Bayesian Optimization with Cylindrical Kernels
ICML 2018