no code implementations • 1 Mar 2024 • Bach Do, Taiwo Adebiyi, Ruda Zhang
We first delineate two extremes of TS, namely the generic TS and the sample-average TS.
no code implementations • 21 Nov 2023 • Bach Do, Ruda Zhang
Resided at the intersection of multi-fidelity optimization (MFO) and Bayesian optimization (BO), MF BO has found a niche in solving expensive engineering design optimization problems, thanks to its advantages in incorporating physical and mathematical understandings of the problems, saving resources, addressing exploitation-exploration trade-off, considering uncertainty, and processing parallel computing.
1 code implementation • 12 Mar 2023 • 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 Pham
The proposed approach demonstrated excellent performance in detecting MI.