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Found 2 papers, 1 papers with code
Variational Entropy Search for Adjusting Expected Improvement
Bayesian optimization is a widely used technique for optimizing black-box functions, with Expected Improvement (EI) being the most commonly utilized acquisition function in this domain.
Bi-fidelity Variational Auto-encoder for Uncertainty Quantification
An effective algorithm is proposed to maximize the variational lower bound of the HF log-likelihood in the presence of limited HF data, resulting in the synthesis of HF realizations with a reduced computational cost.
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