k-means: learning without labels
Until now we always knew the right answer. What if there are no labels at all? Can a model find the groups in the data by itself?
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Sources
- Lloyd, S. P. 1982 · Least Squares Quantization in PCM · IEEE Trans. Information Theory, 28(2)
- Arthur, D. & Vassilvitskii, S. 2007 · k-means++: The Advantages of Careful Seeding · SODA 2007
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