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20052024
most citedEfficient and fast estimation of the geometric median in Hilbert spaces with an averaged stochastic gradient algorithm

104 citations · 295 across the 16 of their papers we have counts for

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stat.CO2011★ 6 cited

A fast and recursive algorithm for clustering large datasets with -medians

Hervé Cardot, Peggy Cénac, Jean-Marie Monnez

Clustering with fast algorithms large samples of high dimensional data is an important challenge in computational statistics. Borrowing ideas from MacQueen (1967) who introduced a…