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53:48
YouTube
Inside Bloomberg
11. Subgradient Descent
Neither the lasso nor the SVM objective function is differentiable, and we had to do some work for each to optimize with gradient-based methods. It turns out, however, that gradient descent will essentially work in these situations, so long as you're careful about handling the non-differentiable points. To this end, we introduce "subgradient ...
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