6 citations · 6 across the 2 of their papers we have counts for
2 papers
stat.AP2024
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations
Guillem Bonafos, Clara Bourot, Pierre Pudlo +4
Based on audio recordings made once a month during the first 12 months of a child's life, we propose a new method for clustering this set of vocalizations. We use a topologically a…
stat.ML2010★ 6 cited
Operator norm convergence of spectral clustering on level sets
Bruno Pelletier, Pierre Pudlo
Following Hartigan, a cluster is defined as a connected component of the t-level set of the underlying density, i.e., the set of points for which the density is greater than t. A c…