The structured block diagonal representation (SBDR) subspace clustering algorithm combines the advantages of the block diagonal representation with the structured sparse subspace clustering. It ...

This project is an implementation of the paper "Active Learning for Discovering Complex Phase Diagrams with Gaussian Processes". This algorithm uses Gaussian Processes to model the phase diagram and ...

Clustering-based active learning approaches take advantage of the structure of the data to select representative instances. However, some algorithms are either inefficient or only applicable to some ...