Welcome to the SPARS 2015 website!

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

SPARS 2015 will take place at Robinson College from July 6th to July 9th, 2015 and we welcome you!

Topics of interest:

• Sparse coding and representations, vector quantization, and dictionary learning
• Sparse and low-rank approximation algorithms: performance and complexity analysis, new methodologies
• Compressive sensing and learning: new theory and methods
• Feature extraction, classification, detection, and source separation
• Sparsity measures in approximation theory, information theory and statistics
• Big data applications, including but not limited to geophysics, neuroscience, biomedical imaging, array processing, genetics, optics and radar, and feedback control

Plenary Speakers

• A
• B
• C
• D
• E
• F
• G
• H

• Emmanuel Candes

Previous SPARS events

• SPARS'13: Lausanne
• SPARS'11: Edinburgh
• SPARS'09: St. Malo
• SPARS'07: Snowbird Utah
• SPARS'05: Rennes