Stanford CS221 | Autumn 2025 | Lecture 3: Learning II

Stanford Online · 72:48

Linear classification maps inputs to discrete labels using (almost) linear scores: a weight–bias logit whose sign is the class, but 0-1 error has a vanishing gradient, so the lecture replaces it with probabilistic los...

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