Introductory notes on regularization
A couple of different channels converged on discussions of regularization recently:
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Julia Evans recently wrote about the bias-variance trade-off -- go read her post, it's great! -- and asked some questions about regularization in it;
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one of my coworkers -- and I'm paraphrasing here, Ravi -- called LASSO one of the most important statistical …