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Causality and Autoencoders in Light of Drug Repurposing for COVID-19

Causality and Autoencoders in Light of Drug Repurposing for COVID-19

Simons Institute via YouTube Direct link

Observational Data

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Observational Data

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Classroom Contents

Causality and Autoencoders in Light of Drug Repurposing for COVID-19

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  1. 1 Introduction
  2. 2 Why Causality
  3. 3 Observational Data
  4. 4 Data modalities
  5. 5 Causality hierarchy
  6. 6 Predicting interventions
  7. 7 Thank you
  8. 8 Story behind the drug
  9. 9 Using causal discovery algorithms
  10. 10 Predicting the effect of unseen interventions
  11. 11 Conclusions

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