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 riemannianmanifold



High-DimensionalBayesianOptimizationviaNested RiemannianManifolds: SupplementaryMaterial

Neural Information Processing Systems

Optimization algorithms on Riemannian manifolds used in this paper to optimize the acquisition function inageometry-awaremanner,havebeen developed bytaking advantage oftheEuclidean tangent spaceTxMlinked to each pointxon the manifoldM.