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Multi-objective qBayesianActiveLearningByDisagreement #2475

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Summary: Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Differential Revision: D61347694

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Aug 20, 2024
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This pull request was exported from Phabricator. Differential Revision: D61347694

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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 20, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 20, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
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codecov bot commented Aug 21, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 99.98%. Comparing base (dd6448b) to head (77d9606).
Report is 1 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #2475   +/-   ##
=======================================
  Coverage   99.98%   99.98%           
=======================================
  Files         191      191           
  Lines       16856    16864    +8     
=======================================
+ Hits        16854    16862    +8     
  Misses          2        2           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Differential Revision: D61347694
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Reviewed By: saitcakmak

Differential Revision: D61347694
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D61347694

hvarfner pushed a commit to hvarfner/botorch that referenced this pull request Aug 21, 2024
Summary:
Pull Request resolved: pytorch#2475

Multi-objective extension of BayesianActiveLearningByDisagreement. The acquisition seamlessly extends to multiple independent objectives by summing the information gains over multiple objectives.

Modification of FullyBayesianAcquisitionFunction propagated to failed tests in botorch_community.

Reviewed By: saitcakmak

Differential Revision: D61347694
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This pull request has been merged in 881c324.

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