Posts about bayesian optimization
- Clarifying noise vs model misspecification in Gaussian Process models (and its importance in BO)
- We are underselling the modularity of Bayesian optimization
- Why I don't care about toy benchmarks in BO
- We have forgotten about utility functions in BO (whoops!)
- My model-centric view of Bayesian optimization
- Latent Space COWBOYS: a VAE-BO method I can actually buy into!
- Chebyshev Scalarization Explained
- When should you expect Bayesian optimization to work well?
- Thoughts on Google Vizier