most citedNoise-Resilient Ensemble Learning using Evidence Accumulation Clustering

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cs.LG2023

Linear time Evidence Accumulation Clustering with KMeans

Gaëlle Candel

Among ensemble clustering methods, Evidence Accumulation Clustering is one of the simplest technics. In this approach, a co-association (CA) matrix representing the co-clustering f…

cs.LG2021★ 1 cited

Noise-Resilient Ensemble Learning using Evidence Accumulation Clustering

Gaëlle Candel, David Naccache

Ensemble Learning methods combine multiple algorithms performing the same task to build a group with superior quality. These systems are well adapted to the distributed setup, wher…

cs.LG2021

Index -SNE: Tracking Dynamics of High-Dimensional Datasets with Coherent Embeddings

Gaëlle Candel, David Naccache

-SNE is an embedding method that the data science community has widely Two interesting characteristics of t-SNE are the structure preservation property and the answer to the cro…