High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders

S. Ramchandran, Manuel Haussmann, Harri Lähdesmäki
2/12/2026

No official code found. Best implementation: SidRama/GP-prior-VAE-BO (6 stars, MIT, last commit 2025-02-24).

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Code Implementations(1)

SidRama/GP-prior-VAE-BOCommunity62%
MIT

Python scripts used in the paper "High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders"

61Shell, PythonFeb 24, 20251 years agoMIT

Cite this paper

@article{ramchandran2026highdimensional,
  title  = {High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders},
  author = {S. Ramchandran and Manuel Haussmann and Harri Lähdesmäki},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:feaedbe3d84e94177acb812dfdadbe63e6233aee},
  journal = {ICLR 2025 2025}
}

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