Dropout as Implicit Bagging
March 7, 2026
Chapter 7 clarified that dropout works so well because it approximates bagging over many thinned networks with shared parameters.
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3 posts currently filed under Book Notes.
Structural Reasoning About Deep Networks
February 15, 2026
Chapter 6 sharpened how I think about architecture as a structural assumption, not just a tuning choice.
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Short Review: Deep Learning Part I
February 7, 2026
Thoughts on the mathematical foundations section of Goodfellow, Bengio, and Courville's Deep Learning textbook.
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