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Online clustering of individual sequences
We know that $\ell_0$-penalized methods have good theoretical properties but unfortunately high computational cost. On the contrary, convex relaxations - such as the... -
Non Asymptotic Bounds for Vector Quantization in Hilbert Spaces
30 pages, technical proofs are omitted and can be found in the related unpublished paper "Margin conditions for vector quantization"
