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Found 4 papers, 2 papers with code
A Bayesian Active Learning Approach to Comparative Judgement
Assessment is a crucial part of education.
Efficient Approximation of Expected Hypervolume Improvement using Gauss-Hermite Quadrature
Using the predictive densities, we can compute the expected hypervolume improvement (EHVI) due to a solution.
What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation?
Performing multi-objective Bayesian optimisation by scalarising the objectives avoids the computation of expensive multi-dimensional integral-based acquisition functions, instead of allowing one-dimensional standard acquisition functions\textemdash such as Expected Improvement\textemdash to be applied.
On Bayesian Search for the Feasible Space Under Computationally Expensive Constraints
We are often interested in identifying the feasible subset of a decision space under multiple constraints to permit effective design exploration.
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