Hung Tran-The
6 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
Conferences
NIPS (3)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
regret bound
(5)
bayesian optimization
(5)
gaussian process
(4)
expected improvement
(2)
search space
(2)
contextual bandit
(1)
bandit optimization
(1)
black-box function
(1)
information gain
(1)
acquisition function
(1)
sublinear regret
(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)
Papers
Expected Improvement for Contextual Bandits
NIPS 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
NIPS 2020
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization
AAAI 2020
Bayesian Optimization with Unknown Search Space
NIPS 2019