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Deep Learning: Difference between revisions
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==DL Generalization== | ==DL Generalization== | ||
Beginning of Lecture 5 (September 15, 2020). | |||
Training set \(S = \{z^{(i)} = (x^{(i)}, y^{(i)}) \}_{i=1}^{n}\). | Training set \(S = \{z^{(i)} = (x^{(i)}, y^{(i)}) \}_{i=1}^{n}\). | ||
Our samples are from some unknown distribution: \(Z^{(i)} = (x^{(i)}, y^{(i)}) \sim P_{X, Y}\). | Our samples are from some unknown distribution: \(Z^{(i)} = (x^{(i)}, y^{(i)}) \sim P_{X, Y}\). | ||