Huong Ha

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 27

Top Topics

Change Point Detection

Top Venues

Publications

Lam Ngo, Huong Ha, Jeffrey Chan, Vu Nguyen, Hongyu Zhang
High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy. Trans. Mach. Learn. Res. 2024 (2024)
Luan Pham, Huong Ha, Hongyu Zhang
BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Kendall Peter Taylor, Huong Ha, Minyi Li, Xiaodong Li, Jeffrey Chan
Accelerated Bayesian Preference Learning for Efficient Evolutionary Multi-objective Optimisation. GECCO Companion (2024)
Lam Ngo, Huong Ha, Jeffrey Chan, Vu Nguyen, Hongyu Zhang
High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy. CoRR (2024)
Luan Pham, Huong Ha, Hongyu Zhang
BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection. CoRR (2024)
Huong Ha, Vu Nguyen, Hongyu Zhang, Anton van den Hengel
Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation. CoRR (2023)
Huong Ha
An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems. CoRR (2022)
Huong Ha, Zongwen Fan, Hongyu Zhang
Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks. CoRR (2022)
Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh
High Dimensional Level Set Estimation with Bayesian Neural Network. AAAI (2021)
Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh
ALT-MAS: A Data-Efficient Framework for Active Testing of Machine Learning Algorithms. CoRR (2021)
Xingchen Wan, Vu Nguyen, Huong Ha, Bin Xin Ru, Cong Lu, Michael A. Osborne
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces. ICML (2021)
Xingchen Wan, Vu Nguyen, Huong Ha, Bin Xin Ru, Cong Lu, Michael A. Osborne
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces. CoRR (2021)
Kendall Taylor, Huong Ha, Minyi Li, Jeffrey Chan, Xiaodong Li
Bayesian preference learning for interactive multi-objective optimisation. GECCO (2021)
Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces. NeurIPS (2020)
Nhung Pham, Thuong Nguyen, Thinh Tran, Trung T. Nguyen, Huong Ha, Binh T. Nguyen
SEED: A Framework for Stress Estimation Using Emotiv Devices. SoMeT (2020)
Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces. CoRR (2020)
Thanh Tang Nguyen, Sunil Gupta, Huong Ha, Santu Rana, Svetha Venkatesh
Distributionally Robust Bayesian Quadrature Optimization. CoRR (2020)
Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh
High Dimensional Level Set Estimation with Bayesian Neural Network. CoRR (2020)
Thanh Tang Nguyen, Sunil Gupta, Huong Ha, Santu Rana, Svetha Venkatesh
Distributionally Robust Bayesian Quadrature Optimization. AISTATS (2020)
Huong Ha, Hongyu Zhang
DeepPerf: performance prediction for configurable software with deep sparse neural network. ICSE (2019)
Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh
Bayesian Optimization with Unknown Search Space. CoRR (2019)
Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh
Bayesian Optimization with Unknown Search Space. NeurIPS (2019)
Huong Ha, Hongyu Zhang
Performance-Influence Model for Highly Configurable Software with Fourier Learning and Lasso Regression. ICSME (2019)
Huong Ha, James S. Welsh, Mazen Alamir
Useful redundancy in parameter and time delay estimation for continuous-time models. Autom. 95 (2018)
Huong Ha, James S. Welsh, Cristian R. Rojas, Bo Wahlberg
An analysis of the SPARSEVA estimate for the finite sample data case. Autom. 96 (2018)
Huong Ha
Stakeholders' Views on Self-Regulation to Protect Consumers in E-Retailing. J. Electron. Commer. Organ. 15 (3) (2017)
Huong Ha, James S. Welsh
Parameter and delay estimation of continuous-time models utilizing multiple filtering. CDC (2016)
Huong Ha, James S. Welsh
Model order selection for continuous time instrumental variable methods using regularization. CDC (2015)
Huong Ha, James S. Welsh
Ensuring stability in continuous time system identification instrumental variable method for over-parameterized models. CDC (2014)
Huong Ha
Security and Privacy in E-consumer Protection in Victoria, Australia. IFIPTM (2011)