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Out-of-Distribution Generalization.pdf

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🔗 Source: zdhNarsil.github.io
📊 Size: 2.64 MB
📄 Pages: 30 pages
⬇️ Downloads: 188

Summary

Dinghuai Zhang discusses "spurious" correlation, "true label" and "spurious label", and references GroupDRO and the paper "DISTRIBUTIONALLY ROBUST NEURAL NETWORKS FOR GROUP SHIFTS: ON THE IMPORTANCE OF REGULARIZATION FOR WORST-CASE GENERALIZATION" by Shiori Sagawa et al, ICLR2020.

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Description

Dinghuai Zhang discusses "spurious" correlation, "true label" and "spurious label", and references GroupDRO and the paper "DISTRIBUTIONALLY ROBUST NEURAL...

Technical Information

  • File Format: PDF
  • File Size: 2.64 MB
  • Pages: 30
  • Language: EN
  • Total Downloads: 188
  • Last Updated: 6 days ago

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This PDF document about Out-of-Distribution Generalization provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Out-of-Distribution Generalization.

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