64 citations · 94 across the 12 of their papers we have counts for
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cs.LG2022
Spatial Transformer K-Means
Romain Cosentino, Randall Balestriero, Yanis Bahroun +3
K-means defines one of the most employed centroid-based clustering algorithms with performances tied to the data's embedding. Intricate data embeddings have been designed to push $…
cs.LG2019
A Neural Network for Semi-Supervised Learning on Manifolds
Alexander Genkin, Anirvan M. Sengupta, Dmitri Chklovskii
Semi-supervised learning algorithms typically construct a weighted graph of data points to represent a manifold. However, an explicit graph representation is problematic for neural…