Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces

Henry Moss; Sebastian W. Ober; Tom Diethe

2025 ICML ICML 2025

Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Henry Moss, Sebastian W. Ober, Tom Diethe

Topics

Machine Learning > Optimization & Theory > Bayesian Inference Deep Learning > Models > Generative Models

Keywords

latent space bayesian optimisation vae decoupled approach gp surrogate molecular optimisation

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