arXiv stat.ML
· Papers
Uncovering smooth structures in single-cell data with PCS-guided neighbor embeddings
arXiv:2506.22228v2 Announce Type: replace Abstract: Single-cell sequencing is revolutionizing biology by enabling detailed investigations of cell-state transitions. Many biological processes unfold along continuous trajectories, yet it remains challenging to extract smooth, low-dimensional representations from inherent