Search Results for author: Aurélie Fischer

Found 3 papers, 0 papers with code

Robust Bregman Clustering

no code implementations11 Dec 2018 Aurélie Fischer, Clément Levrard, Claire Brécheteau

Using a trimming approach, we investigate a k-means type method based on Bregman divergences for clustering data possibly corrupted with clutter noise.

Clustering

Aggregation using input-output trade-off

no code implementations8 Mar 2018 Aurélie Fischer, Mathilde Mougeot

We also show on simulated examples that this procedure mixing inputs and outputs is still robust to high dimensional inputs.

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