Learning from Data: The Two Cultures

Learning from Data: The Two Cultures

Association for Computing Machinery (ACM) via YouTube Direct link

Dali

15 of 28

15 of 28

Dali

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Learning from Data: The Two Cultures

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  1. 1 Introduction
  2. 2 What is ACM
  3. 3 Learning from Data
  4. 4 Data Modeling
  5. 5 Deep Exponential Families
  6. 6 Structured Variation
  7. 7 Model Sequences
  8. 8 Flexible Priors
  9. 9 Embedded Topic MBD
  10. 10 Dynamic Embedded Topic MBD
  11. 11 Examples
  12. 12 AI Culture
  13. 13 Task Modeling
  14. 14 AlphaFold
  15. 15 Dali
  16. 16 Demo
  17. 17 Limitations
  18. 18 Data Inbalance
  19. 19 Carbon Footprint
  20. 20 Controversial Tasks
  21. 21 Dont Neglect the Data
  22. 22 Meaningful Benchmarks
  23. 23 Exploratory Tools
  24. 24 Baking in Domain Knowledge
  25. 25 Experimental Design
  26. 26 Task Design
  27. 27 Conclusion
  28. 28 Questions

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