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@motus motus commented May 14, 2024

Summary of changes:

  • Pass optional weights for optimization targets in mlos_core
  • Implement weighted average for multi-objective optimization in FLAML
  • Add more unit tests for multi-objective optimization on mlos_core side

Merge after #730

motus added 30 commits March 22, 2024 14:55
@motus motus added WIP Work in progress - do not merge yet mlos-core labels May 14, 2024
@motus motus self-assigned this May 14, 2024
@motus motus requested a review from a team as a code owner May 14, 2024 00:44
@motus motus added ready for review Ready for review and removed WIP Work in progress - do not merge yet labels May 14, 2024
Co-authored-by: Brian Kroth <bpkroth@users.noreply.github.com>
@motus motus changed the title Pass optional weights for optimization targets in mlos_core. Pass optional weights for optimization targets in mlos_core; implement multi-target optimization for FLAML. May 21, 2024
@bpkroth bpkroth merged commit 0b01029 into microsoft:main Jun 3, 2024
@motus motus deleted the sergiym/opt/mobj_weights branch June 4, 2024 21:22
bpkroth added a commit to bpkroth/MLOS that referenced this pull request Jun 17, 2024
…t multi-target optimization for FLAML. (microsoft#738)

Summary of changes:
* Pass optional weights for optimization targets in mlos_core
* Implement weighted average for multi-objective optimization in FLAML
* Add more unit tests for multi-objective optimization on mlos_core side

Merge after ~microsoft#730~

---------

Co-authored-by: Brian Kroth <bpkroth@users.noreply.github.com>
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2 participants