Research of interests

My main research interests are machine learning, computer vision and optimization. In particular, I focus on:
  • Inference on graphical models.
  • Discriminative clustering, weakly and semi supervised learning.
  • Segmentation, co-segmentation and interactive segmentation.
  • Graph matching for object categorization and detection.
  • Convex optimization.