Talks
- Structured Sparse Estimation with Network Flow Optimization Neyman seminar. UC Berkeley. February 2012.
- Path Coding Penalties in Directed Acyclic Graphs NIPS workshop on optimization for machine learning. Sierra Nevada. December 2011. The video.
- Topographic dictionary learning with structured sparsity SPIE conference on wavelets and sparsity XIV, August 2011, San Diego.
- Network flow algorithms for structured sparsity ICML workshop on structured sparsity, July 2011, Seattle.
- Sparse coding for machine learning, image processing and computer vision. Journées Orasis, June 2011, Praz sur Arly.
- Recent Advances in Structured Sparsity LEAR seminar, September 2010, Grenoble.
- Sparse Coding and Dictionary Learning for Image Analysis. Visual Recognition and Machine Learning Summer School, 2010, Grenoble.
- Non-local Sparse Models for Image Restoration. Oxford, July, 2010.
- Tutorial on Sparse Coding and Dictionary Learning for Image Analysis. CVPR 2010. San Francisco
- Non-local Sparse Models for Image Restoration. "Statistical Models for Images ", Luminy, May 2010
- Non-local Sparse Models for Image Restoration. STATIM 2010, Evry, February 2010
- Non-local Sparse Models for Image Restoration Workshop Microsoft-INRIA, 2010, Paris.
- Tutorial on Sparse Coding and Dictionary Learning for Image Analysis. ICCV 2009. Kyoto. Japan.
- Online Dictionary Learning for Sparse Coding. ICML 2009. Montréal. Canada. The video.
- Sparse learned representations for image restoration. part 1. part 2. The video., Symposium "Patch-based Image Representation, Manifolds and Sparsity", 2009. Rennes.
- Sparse Learned Representations for Image Restoration. IASC 08, Yokohama, Japan
- Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation. ECCV 08, Marseille, France.
- Multiscale sparse image representation with learned dictionaries. ICIP 07, San Antonio, USA.