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Induction, Inductive Biases, and Infusing Knowledge into Learned Representations
June 22, 2020
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Comments on ML "versus" statistics
January 31, 2020
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All the DAGs from Hernan and Robins' Causal Inference Book
June 19, 2019
My attempt to tidy up the DAG treasure trove from Hernan and Robins
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Causal Inference Book Part I -- Glossary and Notes
June 19, 2019
Key concepts from Part 1 of Hernan and Robins Causal Inference Book
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FAQ on Medical Adversarial Attacks Policy Paper
March 21, 2019
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Deriving probability distributions using the Principle of Maximum Entropy
March 16, 2017
Uniform, gaussian, exponential, and another distribution all from first principles.
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Deriving the information entropy of the multivariate gaussian
March 11, 2017
Derivation of the gaussian's entropy, in part to explain a trace trick.