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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