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IBMFL 1.0.4
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@shashank215r shashank215r released this 01 Aug 22:22
· 62 commits to main since this release
v1.0.4
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Learn about vigilant mode.

Release 1.0.4

Changes

  • Added multiple bias mitigation methods for training fair FL models.
  • Bug fixes in Tensorflow 2.1 model wrapper.
  • Early termination support with multiple metrics.
  • No API changes.

New Functionality

  • Support bias mitigation methods: Abay et al.
    • Local Reweighing
    • Global Reweighing with Differential Privacy
    • Federated Prejudice Removal
  • New FL algorithm, FedProx: Tian Li et al..
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