Szu Hui Ng
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
gaussian process
(3)
acquisition function
(3)
bayesian optimization
(3)
distance matrix
(1)
early stopping
(1)
cumulative regret
(1)
upper confidence bound
(1)
regret bound
(1)
surrogate model
(1)
kernel function
(1)
categorical variable
(1)
multi-objective bayesian optimization
(1)
local search
(1)
trajectory-based optimization
(1)
hyperparameter optimization
(1)
epoch-aware trade-off
(1)
gradient descent
(1)
expected improvement
(1)
Papers
Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization
JMLR 2025
A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs
UAI 2025
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models
AISTATS 2025
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
NeurIPS 2024