Structure Optimization Learning Lab
ABOUT
PEOPLE
RESEARCH
PUBLICATIONS
SOFTWARE
TEACHING
OUTREACH
BREAKING STEREOTYPES
SOL Software
Principal Component Trees
| Learns the set of nested subspaces that best fits a dataset.
Principal component trees and their persistent homology
, AAAI.
GrassCaré
| Visualize arrangements of subspaces in the Grassmannian.
Visualizing Grassmannians via Poincaré embeddings
, SN Computer Science.
Grassmannian Fusion
| Completes a data matrix according to a union of subspaces structure.
Fusion over the Grassmannian for high-rank matrix completion
, IEEE ISIT.
Elastic Stars
| Clusters data according to a union of subspaces structure.
Group-sparse subspace clustering with elastic stars
, IEEE ISIT.
Deep Union Completion
| Completes data according to a union of subspaces embedding.
Deep union completion
, AAAI.