Note that Thompson Sampler minimiser ties aren't broken randomly - Githubissues

secondmind-labs / trieste

A Bayesian optimization toolbox built on TensorFlow

Apache License 2.0

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Note that Thompson Sampler minimiser ties aren't broken randomly #761

Closed uri-granta closed 1 year ago

uri-granta commented 1 year ago

Related issue(s)/PRs: https://github.com/secondmind-labs/trieste/issues/464

Summary

Note that Thompson Sampler minimiser ties aren't broken randomly. Fixing this properly has performance impacts

Fully backwards compatible: yes

PR checklist

[x] The quality checks are all passing
[ ] The bug case / new feature is covered by tests
[x] Any new features are well-documented (in docstrings or notebooks)