Ha, Huong

9 publications

AAAI 2025 BOIDS: High-Dimensional Bayesian Optimization via Incumbent-Guided Direction Lines and Subspace Embeddings Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang

NeurIPS 2025 MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang

TMLR 2024 High-Dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy Lam Ngo, Huong Ha, Jeffrey Chan, Vu Nguyen, Hongyu Zhang

NeurIPSW 2022 An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems Huong Ha

AAAI 2021 High Dimensional Level Set Estimation with Bayesian Neural Network Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh

ICML 2021 Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces Xingchen Wan, Vu Nguyen, Huong Ha, Binxin Ru, Cong Lu, Michael A. Osborne

AISTATS 2020 Distributionally Robust Bayesian Quadrature Optimization Thanh Nguyen, Sunil Gupta, Huong Ha, Santu Rana, Svetha Venkatesh

NeurIPS 2020 Sub-Linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh

NeurIPS 2019 Bayesian Optimization with Unknown Search Space Huong Ha, Santu Rana, Sunil Gupta, Thanh Nguyen, Hung Tran-The, Svetha Venkatesh