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Pre-trained Ensembles for Bayesian Optimization of Protein Sequences

Pre-trained Ensembles for Bayesian Optimization of Protein Sequences

Valence Labs via YouTube Direct link

- Calibration at Low Data

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- Calibration at Low Data

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Pre-trained Ensembles for Bayesian Optimization of Protein Sequences

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  1. 1 - Intro
  2. 2 - Sequences & Pre-trained Models
  3. 3 - Bayesian Approach
  4. 4 - Latent Space for Optimization
  5. 5 - Gumbel Softmax Trick
  6. 6 - Calibration at Low Data
  7. 7 - Conclusions
  8. 8 - Q+A

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