• Home
  • Nathan Mankovich

We will use a block QR decomposition to extract hierarchy-preserving nested sequences of subspaces (a.k.a. Flags). We use this decomposition for hyperspectral image denoising, clustering, and to develop a novel few-shot learning architecture.

Nathan Mankovich

Nathan Mankovich

I hold a PhD in Mathematics and am interested in applying my mathematical expertise towards utilizing manifold structures and causal relationships to develop dimensionality reduction algorithms for multimodal spatio-temporal datasets.

CONTACT INFO:

SUMMARY OF ACTIVITIES/INTERESTS

  • Dimensionality Reduction
  • Climate