A #visualization can reveal a pattern, but it can’t prove it. This piece explores why #UMAP and t-SNE charts should be a starting point, not the conclusion.

A #visualization can reveal a pattern, but it can’t prove it. This piece explores why #UMAP and t-SNE charts should be a starting point, not the conclusion.
🏳️🌈 Che Guevara perseguia homossexuais?
O que é verdade e o que é mito nessa história? Neste vídeo, investigamos a perseguição LGBTQIA+ em Cuba, os campos de trabalho forçado da UMAP e a relação de Che Guevara com esses acontecimentos.
UMAP embeddings can vary between runs because stochastic negative sampling makes the repulsive forces depend on sampling order. ibUMAP addresses this with a coherent, field-based formulation evaluated…
#UMAP #DimensionalityReduction #MachineLearning #GPUComputing
https://arxiv.org/abs/2610.01445