Expressivity, Trainability, and Generalization in Machine Learning

When I read Machine Learning papers, I ask myself whether the contributions of the paper fall under improvements to 1) Expressivity 2) Train… Read more

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Statistics for Machine Learning: Resources

People who come to machine learning/data science from a software engineering background (as opposed to a scientific or statistical background) often gloss over the statistical underpinnings of many machine learning methods. This is fine initially when you... (more…)

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