Ng, Szu Hui

5 publications

UAI 2025 A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs Wenyu Wang, Zheyi Fan, Szu Hui Ng
JMLR 2025 Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization Shouri Hu, Haowei Wang, Zhongxiang Dai, Bryan Kian Hsiang Low, Szu Hui Ng
NeurIPS 2025 Convergence Rates of Constrained Expected Improvement Haowei Wang, Jingyi Wang, Zhongxiang Dai, Nai-Yuan Chiang, Szu Hui Ng, Cosmin G. Petra
AISTATS 2025 Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models Mingyu Pu, Wang Songhao, Haowei Wang, Szu Hui Ng
NeurIPS 2024 Minimizing UCB: A Better Local Search Strategy in Local Bayesian Optimization Zheyi Fan, Wenyu Wang, Szu Hui Ng, Qingpei Hu