Huong Ha
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (6) π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (4)
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Trend Setter
Conferences
AAAI (2)
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
bayesian optimization
(3)
hyperparameter tuning
(2)
search space
(2)
high-dimensional optimization
(2)
gaussian process
(1)
high dimensional optimization
(1)
bayesian quadrature
(1)
sub-linear regret
(1)
bayesian regret
(1)
distributionally robust optimization
(1)
regret bound
(1)
black-box function
(1)
acquisition function
(1)
bayesian neural network
(1)
categorical variable
(1)
level set estimation
(1)
subspace embedding
(1)
objective function
(1)
bayesian optimisation
(1)
mixed search space
(1)
Papers
BOIDS: High-Dimensional Bayesian Optimization via Incumbent-Guided Direction Lines and Subspace Embeddings
AAAI 2025
High Dimensional Level Set Estimation with Bayesian Neural Network
AAAI 2021
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
ICML 2021
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces
NIPS 2020
Distributionally Robust Bayesian Quadrature Optimization
AISTATS 2020
Bayesian Optimization with Unknown Search Space
NIPS 2019