Huong Ha

Proc. ACM Softw. Eng., 2024

Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We?

[BibT_eX]

[DOI]

Luan Pham

CoRR, 2024

Accelerated Bayesian Preference Learning for Efficient Evolutionary Multi-objective Optimisation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

2022

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

[BibT_eX]

[DOI]

Zongwen Fan

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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

Bayesian preference learning for interactive multi-objective optimisation.

[BibT_eX]

[DOI]

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

High Dimensional Level Set Estimation with Bayesian Neural Network.

[BibT_eX]

[DOI]

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

2020

SEED: A Framework for Stress Estimation Using Emotiv Devices.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Distributionally Robust Bayesian Quadrature Optimization.

[BibT_eX]

[DOI]

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

2019

Bayesian Optimization with Unknown Search Space.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2018

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

[BibT_eX]

[DOI]

Autom., 2018

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

[BibT_eX]

[DOI]

Mazen Alamir

Autom., 2018

2017

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

[BibT_eX]

[DOI]

J. Electron. Commer. Organ., 2017

2016

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

[BibT_eX]

[DOI]

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

2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2011

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

[BibT_eX]

[DOI]