Dat Phan-Trong

According to our database, Dat Phan-Trong authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

High-dimensional Level Set Estimation with Trust Regions and Double Acquisition Functions.

Giang Ngo, Dat Phan-Trong, Dang Nguyen, Sunil Gupta

CoRR, February, 2026

Adaptive Acquisition Selection for Bayesian Optimization with Large Language Models.

Giang Ngo, Dat Phan-Trong, Dang Nguyen, Sunil Gupta, Svetha Venkatesh

CoRR, February, 2026

2025

Black-box Optimization with Unknown Constraints via Overparameterized Deep Neural Networks.

Dat Phan-Trong, Hung The Tran, Sunil Gupta

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

PINN-BO: A Black-Box Optimization Algorithm Using Physics-Informed Neural Networks.

Dat Phan-Trong, Hung The Tran, Alistair Shilton, Sunil Gupta

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

NeuralBO: A black-box optimization algorithm using deep neural networks.

Dat Phan-Trong, Hung Tran-The, Sunil Gupta

Neurocomputing, November, 2023

Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks.

Dat Phan-Trong, Hung Tran-The, Sunil Gupta

CoRR, 2023

Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee.

Giang Ngo, Dang Nguyen, Dat Phan-Trong, Sunil Gupta

Proceedings of the Asian Conference on Machine Learning, 2023