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.