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2024
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  - conf/pkdd/PhanTrongTSG24
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Dat Phan-Trong, Hung The Tran, Alistair Shilton, Sunil Gupta:
PINN-BO: A Black-Box Optimization Algorithm Using Physics-Informed Neural Networks. ECML/PKDD (2) 2024: 357-374
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  - journals/corr/abs-2402-03243
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Dat Phan-Trong, Hung The Tran, Alistair Shilton, Sunil Gupta:
PINN-BO: A Black-box Optimization Algorithm using Physics-Informed Neural Networks. CoRR abs/2402.03243 (2024)
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Giang Ngo, Dang Nguyen, Dat Phan-Trong, Sunil Gupta:
Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee. CoRR abs/2402.16237 (2024)
2023
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Dat Phan-Trong, Hung Tran-The, Sunil Gupta:
NeuralBO: A black-box optimization algorithm using deep neural networks. Neurocomputing 559: 126776 (2023)
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Giang Ngo, Dang Nguyen, Dat Phan-Trong, Sunil Gupta:
Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee. ACML 2023: 943-958
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  - journals/corr/abs-2303-01682
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Dat Phan-Trong, Hung Tran-The, Sunil Gupta:
Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks. CoRR abs/2303.01682 (2023)

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