Research 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.

Professional Activities

I am a reviewer for the following conferences and journals:
  • Neural Information Processing Systems (NIPS), 2012 - 2013
  • European Conference on Computer Vision (ECCV), 2012 - 2013
  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 - 2014
  • International Conference on Artificial Intelligence and Statistics (AISTATS), 2012 - 2014
  • International Conference on Machine Learning (ICML), 2013 - 2014
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Multimedia
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE Transactions on Image Processing
  • Elsevier, Computers & Electrical Engineering