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20172025
most citedBayesian Optimization in Variational Latent Spaces with Dynamic Compression

11 citations · 15 across the 4 of their papers we have counts for

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stat.ML2020

Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization

Benjamin Letham, Roberto Calandra, Akshara Rai +1

Bayesian optimization (BO) is a popular approach to optimize expensive-to-evaluate black-box functions. A significant challenge in BO is to scale to high-dimensional parameter spac…