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How to prove this Gaussian Mixture theorem? (Fitting/Overfitting)

Note from OP: I gave up and reposted this Question with a Bounty on Cross Validated HERE. In certain applications, we approximate an unknown pdf by placing uniformly weighted Gaussian terms at each ...
Jerry Guern's user avatar