A new objective-based Self-Organizing Map variant gives every data point its own continuous latent coordinate, cutting cost from O(NM²) to O(NM) while topping 16 benchmarks.
document fetched 2026-10-28 02:52
Osaka Metro University's SOM-OLP Cuts Classic Clustering Complexity From Quadratic to Linear — retained record — High Signal