Huong Ha

According to our database, Huong Ha authored at least 21 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy.

Lam Ngo, Huong Ha, Jeffrey Chan, Vu Nguyen, Hongyu Zhang

CoRR, 2024

2023

Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation.

Huong Ha, Vu Nguyen, Hongyu Zhang, Anton van den Hengel

CoRR, 2023

2022

Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks.

Huong Ha, Zongwen Fan, Hongyu Zhang

CoRR, 2022

An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems.

Huong Ha

CoRR, 2022

2021

ALT-MAS: A Data-Efficient Framework for Active Testing of Machine Learning Algorithms.

Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh

CoRR, 2021

Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces.

Xingchen Wan, Vu Nguyen, Huong Ha, Bin Xin Ru, Cong Lu, Michael A. Osborne

Proceedings of the 38th International Conference on Machine Learning, 2021

Bayesian preference learning for interactive multi-objective optimisation.

Kendall Taylor, Huong Ha, Minyi Li, Jeffrey Chan, Xiaodong Li

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

High Dimensional Level Set Estimation with Bayesian Neural Network.

Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

SEED: A Framework for Stress Estimation Using Emotiv Devices.

Nhung Pham, Thuong Nguyen, Thinh Tran, Trung T. Nguyen, Huong Ha, Binh T. Nguyen

Proceedings of the Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques, 2020

Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces.

Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Distributionally Robust Bayesian Quadrature Optimization.

Thanh Tang Nguyen, Sunil Gupta, Huong Ha, Santu Rana, Svetha Venkatesh

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Bayesian Optimization with Unknown Search Space.

Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Performance-Influence Model for Highly Configurable Software with Fourier Learning and Lasso Regression.

Huong Ha, Hongyu Zhang

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

DeepPerf: performance prediction for configurable software with deep sparse neural network.

Huong Ha, Hongyu Zhang

Proceedings of the 41st International Conference on Software Engineering, 2019

2018

An analysis of the SPARSEVA estimate for the finite sample data case.

Huong Ha, James S. Welsh, Cristian R. Rojas, Bo Wahlberg

Autom., 2018

Useful redundancy in parameter and time delay estimation for continuous-time models.

Huong Ha, James S. Welsh, Mazen Alamir

Autom., 2018

2017

Stakeholders' Views on Self-Regulation to Protect Consumers in E-Retailing.

Huong Ha

J. Electron. Commer. Organ., 2017

2016

Parameter and delay estimation of continuous-time models utilizing multiple filtering.

Huong Ha, James S. Welsh

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Model order selection for continuous time instrumental variable methods using regularization.

Huong Ha, James S. Welsh

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Ensuring stability in continuous time system identification instrumental variable method for over-parameterized models.

Huong Ha, James S. Welsh

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2011

Security and Privacy in E-consumer Protection in Victoria, Australia.

Huong Ha

Proceedings of the Trust Management V, 5th IFIP WG 11.11 International Conference, 2011