Tran, Hung The

6 publications

UAI 2025 Black-Box Optimization with Unknown Constraints via Overparameterized Deep Neural Networks Dat Phan Trong, Hung The Tran, Sunil Gupta

ECML-PKDD 2025 Designing Search Space for Unbounded Bayesian Optimization via Transfer Learning Quoc Anh Hoang Nguyen, Hung The Tran, Sunil Gupta, Dung D. Le

AISTATS 2025 High Dimensional Bayesian Optimization Using Lasso Variable Selection Vu Viet Hoang, Hung The Tran, Sunil Gupta, Vu Nguyen

ECML-PKDD 2025 Hybrid Cross-Domain Robust Reinforcement Learning Linh Le Pham Van, Minh Hoang Nguyen, Hung Le, Hung The Tran, Sunil Gupta

ECML-PKDD 2024 PINN-BO: A Black-Box Optimization Algorithm Using Physics-Informed Neural Networks Dat Phan-Trong, Hung The Tran, Alistair Shilton, Sunil Gupta

ICML 2023 Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data Hien Dang, Tho Tran Huu, Stanley Osher, Hung The Tran, Nhat Ho, Tan Minh Nguyen