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Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces
In this work, we show that such methods have a tendency to "get stuck," which we hypothesize occurs since the mapping from the encoded space to property values is not necessarily well-modeled by a Gaussian process.
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