Huong Ha
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Venues
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Research topics
Keywords
bayesian optimization
(3)
high-dimensional optimization
(3)
search space
(2)
hyperparameter tuning
(2)
gaussian process
(1)
bayesian quadrature
(1)
bayesian regret
(1)
distributionally robust optimization
(1)
regret bound
(1)
black-box function
(1)
acquisition function
(1)
sublinear regret
(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)
local optimisation
(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
Distributionally Robust Bayesian Quadrature Optimization
AISTATS 2020
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces
NeurIPS 2020
Bayesian Optimization with Unknown Search Space
NeurIPS 2019