Search Results for author: Juston S. Moore

Found 2 papers, 1 papers with code

Local Latent Space Bayesian Optimization over Structured Inputs

1 code implementation28 Jan 2022 Natalie Maus, Haydn T. Jones, Juston S. Moore, Matt J. Kusner, John Bradshaw, Jacob R. Gardner

By reformulating the encoder to function as both an encoder for the DAE globally and as a deep kernel for the surrogate model within a trust region, we better align the notion of local optimization in the latent space with local optimization in the input space.

Bayesian Optimization

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