Towards Good Validation Metrics for Generative Models in Offline Model-Based Optimization

Towards Good Validation Metrics for Generative Models in Offline Model-Based Optimization

Valence Labs via YouTube Direct link

- Types of MBO Datasets

6 of 9

6 of 9

- Types of MBO Datasets

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Towards Good Validation Metrics for Generative Models in Offline Model-Based Optimization

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  1. 1 - Intro
  2. 2 - Model-based Optimization MBO & the Naive Approach
  3. 3 - Looking at MBO Through Generative Modelling Lens
  4. 4 - Refresher on Evaluating Models in ML
  5. 5 - Evaluation for MBO
  6. 6 - Types of MBO Datasets
  7. 7 - When Ground Truth is Not Available
  8. 8 - Conclusion
  9. 9 - Q+A

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