Machine Learning Research

My research in machine learning concerns its applications to computer vision tasks:

1. Subspace Learning

• • Regular Subspace Learning (Subspace Learning Research/Website)

  • Robust Subspace Learning via decomposition into low-rank and sparse matrices or tensors (DLAM/DLAT Research/Website).

  • Dynamic Subspace Learning via decomposition into low-rank and sparse matrices or tensors (DLAM/DLAT Research/Website)

2. Deep Learning

• • Supervised DeepSphere

  • Unsupervised GAN