2 papers
cs.LG2025
Coreset Spectral Clustering
Ben Jourdan, Gregory Schwartzman, Peter Macgregor +1
Coresets have become an invaluable tool for solving -means and kernel -means clustering problems on large datasets with small numbers of clusters. On the other hand, spectral…
cs.LG2024
Mini-Batch Kernel -means
Ben Jourdan, Gregory Schwartzman
We present the first mini-batch kernel -means algorithm, offering an order of magnitude improvement in running time compared to the full batch algorithm. A single iteration of o…