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Performance & runtime improvements to info-theoretic acquisition functions (1/N) #2748

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Improvement of optimize_posterior_samples and get_optimal_samples to

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Performance & runtime improvements to info-theoretic acquisition functions (1/N) #2748

Improvement of optimize_posterior_samples and get_optimal_samples to
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