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I am glad that that you discuss this ML theory which has essentially never moved beyond convex models - the same way control theory has not really moved beyond linear systems.

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2 Hayley, September 10, 2021 at 5:24 p.m.:

I believe the limitations you have encountered never limited the possibilities that you did during this time.

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3 Fath Abv, December 2, 2021 at 1:08 p.m.:

ML applications seem to have trouble moving beyond logistic regression, SVMs, and exponential-family graphical models. This is a great discussion.
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