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Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

Stanford MedAI via YouTube Direct link

Introduction

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Introduction

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Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

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  1. 1 Introduction
  2. 2 Background
  3. 3 Summary
  4. 4 Deep Learning Methods
  5. 5 Data Heterogeneity
  6. 6 Phenology
  7. 7 Recent Efforts
  8. 8 Motivation
  9. 9 Experiments
  10. 10 Simulations
  11. 11 Experimental Results
  12. 12 Conclusion
  13. 13 Drawbacks
  14. 14 Questions
  15. 15 Pretrained models
  16. 16 Takeaway
  17. 17 Why it works better

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