1 citations · 2 across the 4 of their papers we have counts for
4 papers
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…
Tagged Documents Co-Clustering
Gaëlle Candel, David Naccache
Tags are short sequences of words allowing to describe textual and non-texual resources such as as music, image or book. Tags could be used by machine information retrieval systems…
Co-Embedding: Discovering Communities on Bipartite Graphs through Projection
Gaëlle Candel, David Naccache
Many datasets take the form of a bipartite graph where two types of nodes are connected by relationships, like the movies watched by a user or the tags associated with a file. The…
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…