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Efficient Optimization With Ax, an Open Platform for Adaptive Experimentation

Engineering at Meta · published 18 November 2025

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https://openreview.net/forum?id=U1f6wHtG1g&ref=engineeringatmeta

openreview.net

https://ax.dev/

ax.dev

https://en.wikipedia.org/wiki/Pareto_front

en.wikipedia.org

https://botorch.org/

botorch.org

https://ax.dev/docs/next/intro-to-bo

ax.dev

https://research.facebook.com/blog/2021/7/optimizing-model-accuracy-and-latency-using-bayesian-multi-objective-neural-architecture-search/

research.facebook.com

Scaling the Instagram Explore recommendations system Read at the source ↗

engineering.fb.com

Using AI to make lower-carbon, faster-curing concrete Read at the source ↗

engineering.fb.com

https://sustainability.fb.com/wp-content/uploads/2023/07/Meta-2023-Path-to-Net-Zero.pdf

sustainability.fb.com

https://github.com/facebook/Ax/

github.com

https://github.com/facebook/Ax/issues

github.com

https://opensource.fb.com/

opensource.fb.com

https://www.youtube.com/channel/UCCQY962PmHabTjaHv2wJzfQ

youtube.com

https://www.facebook.com/MetaOpenSource

facebook.com

https://www.threads.net/@metaopensource

threads.net

https://x.com/MetaOpenSource

x.com

https://bsky.app/profile/metaopensource.bsky.social

bsky.app

https://www.linkedin.com/showcase/meta-open-source?fbclid=IwZXh0bgNhZW0CMTEAAR2fEOJNb7zOi8rJeRvQry5sRxARpdL3OpS4sYLdC1_npkEy60gBS1ynXwQ_aem_mJUK6jEUApFTW75Emhtpqw

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