Unsupervised Learning

clustering and outlier detection

• Local outlier factor
• Isolation Forest
  • argued to be truely non parametric (no manual definition of distance)
  • still need to specify split size (akin to cluster size)

dim reduction

• umap
• autoencoder
• llm embedding