cs.LG

Self-Organizing Maps with Optimized Latent Positions

arXiv:2604.13622v1 Announce Type: new
Abstract: Self-Organizing Maps (SOM) are a classical method for unsupervised learning, vector quantization, and topographic mapping of high-dimensional data. However, existing SOM formulations often involve a trad…