Bach Do

According to our database, Bach Do authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

2025

Sampling from Gaussian Processes: A Tutorial and Applications in Global Sensitivity Analysis and Optimization.

Bach Do, Nafeezat A. Ajenifuja, Taiwo A. Adebiyi, Ruda Zhang

CoRR, July, 2025

Learning Analytics by Design: Safeguarding Metadata for AI Services Augmenting Open-Source Middleware with LRS Functionality.

Truong-Sinh An, Alexander Streicher, Michael Wifling, Bach Do, Christopher Krauss, Daniela Altun, The-Anh Nguyen

Proceedings of the Learning Technologies and Systems - 24th International Conference on Web-based Learning, lCWL 2025 and 10th International Symposium on Emerging Technologies for Education, SETE 2025, Hongkong, China, November 30, 2025

Optimizing Posterior Samples for Bayesian Optimization via Rootfinding.

Taiwo A. Adebiyi, Bach Do, Ruda Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Epsilon-Greedy Thompson Sampling to Bayesian Optimization.

Bach Do, Taiwo A. Adebiyi, Ruda Zhang

J. Comput. Inf. Sci. Eng., 2024

Gaussian Process Thompson Sampling via Rootfinding.

Taiwo A. Adebiyi, Bach Do, Ruda Zhang

CoRR, 2024

Automated design of nonreciprocal thermal emitters via Bayesian optimization.

Bach Do, Sina Jafari Ghalekohneh, Taiwo A. Adebiyi, Bo Zhao, Ruda Zhang

CoRR, 2024

Epsilon-Greedy Thompson Sampling to Bayesian Optimization.

Bach Do, Ruda Zhang

CoRR, 2024

2023

Sequential most probable point update combining Gaussian process and comprehensive learning PSO for structural reliability-based design optimization.

Thu Van Huynh, Sawekchai Tangaramvong, Bach Do, Wei Gao, Suchart Limkatanyu

Reliab. Eng. Syst. Saf., July, 2023

Multi-fidelity Bayesian Optimization in Engineering Design.

Bach Do, Ruda Zhang

CoRR, 2023

Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography.

Nguyen Tuan, Phi Nguyen, Dai Tran, Hung Pham, Quang Nguyen, Thanh Le, Hanh Van, Bach Do, Phuong Tran, Vinh Le, Thuy Nguyen, Long Tran, Hieu H. Pham

CoRR, 2023