Machine Learning and Medicine
Posts ML Resources About me
  • Jun 19, 2019 All the DAGs from Hernan and Robins' Causal Inference Book
    My attempt to tidy up the DAG treasure trove from Hernan and Robins
  • Jun 19, 2019 Causal Inference Book Part I -- Glossary and Notes
    Key concepts from Part 1 of Hernan and Robins Causal Inference Book
  • Mar 21, 2019 FAQ on Medical Adversarial Attacks Policy Paper
  • Mar 16, 2017 Deriving probability distributions using the Principle of Maximum Entropy
    Uniform, gaussian, exponential, and another distribution all from first principles.
  • Mar 11, 2017 Deriving the information entropy of the multivariate gaussian
    Derivation of the gaussian's entropy, in part to explain a trace trick.
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By Sam Finlayson, MD-PhD student at Harvard-MIT