Island-ness
Cross-source consensus on Island-ness from 1 sources and 4 claims.
1 sources · 4 claims
How it works
Comparisons
Highlighted claims
- Island-ness analysis used zero-dimensional persistence features from the two-dimensional arXiv layouts. — DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale
- UMAP had consistently higher longest H0 bars and top-5-to-median ratios than DiRe. — DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale
- UMAP was described as 2 to 5 times more island-like than DiRe. — DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale
- UMAP visually fragmented continuous mathematical category relationships that DiRe represented with smoother inter-category continuity. — DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale