Hung Tran-The
6 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
bayesian optimization
(5)
regret bound
(5)
gaussian process
(4)
expected improvement
(2)
sublinear regret
(2)
search space
(2)
black-box function
(1)
information gain
(1)
acquisition function
(1)
objective function
(1)
matern kernel
(1)
subspace optimization
(1)
volume expansion
(1)
unknown search space
(1)
neural tangent kernel
(1)
hyperharmonic series
(1)
exploration exploitation
(1)
high-dimensional optimization
(1)
hyperparameter tuning
(1)
contextual bandit
(1)
Papers
Expected Improvement for Contextual Bandits
NeurIPS 2022
Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization
AISTATS 2022
Bayesian Optimistic Optimisation with Exponentially Decaying Regret
ICML 2021
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces
NeurIPS 2020
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization
AAAI 2020
Bayesian Optimization with Unknown Search Space
NeurIPS 2019