Department of Computer Science, University of Oxford, Oxford, UK; Department of Engineering, University of Cambridge, Cambridge, UK
Pascal Notin, José Miguel Hernández-Lobato, Yarin Gal
Optimization;Uncertainty;High dimensionality;Discrete data;Variational autoencoder;Generative models;Molecule generation
Improving black-box optimization in VAE latent space using decoder uncertainty