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Meta FAIR Releases e-means: An Algorithm Beating k-means in 10x Fewer Epochs
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Meta FAIR presented e-means, an algorithm integrated into FAISS 1.16.0 that, according to its authors, reaches the loss of 25 eras of Lloyd's k-means in between 1.2 and 3 epochs in a wide range of scales and data sets. The improvement aims to reduce the cost of clustering in data processes and vector indices, although the use of memory can become a limit on extreme scales.
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