Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces

Farshud Sorourifar, Thomas Banker, Joel A. Paulson

Molecular property optimization (MPO) problems are inherently challenging since they are formulated over discrete, unstructured spaces and the labeling process involves expensive s…