- A hand-waving introduction to sparsity for compressed tomography reconstruction - python,
- Scattering Representations for Recognition
- 24AM: 24 efficient parallel SPCA implementations
- Estimating Natural Illumination from a Single Outdoor Image
- Robust image reconstruction from multi-view measurements
- #Python implementation of BSBL code family
- #Python NMF/NTF with beta divergence
- Robustness Analysis of HottTopixx, a Linear Programming Model for Factoring Nonnegative Matrices
- Hott Topixx: Factoring nonnegative matrices with linear programs
- Scaled gradients on grassmann manifolds for matrix Completion
- PDRank: Penalty Decomposition Methods for Rank Minimization (and more)
- NuMax: A Convex Approach for Learning Near-Isometric Linear Embeddings
- Blind Deconvolution using Convex Programming
- Random Projections for Support Vector Machines

We also had a Q&A:

several questions:

- The Genetics of Parkinson's Disease: A question and a meta-question
- Randomized Bits: Education a Low Rank Problem ?, The JASON Report on Compressive Sensing and more.
- Multiple regularizers, Robust NMF and a simple question

several themes:

- Ghost and Entanglement Imaging
- Visualization of Astronomical Nebulae via Distributed Multi-GPU Compressed Sensing Tomography
- Highly Technical Reference Pages
- Plenoptic Function Sensing Hacks
- Reconstruction of Integers from Pairwise Distances
- M-MUX / FM-MUX : Compressive Multiplexers for Correlated Signals
- These Technologies Do Not Exist: Closed-Loop Inertial Confinement Fusion
- Quantized Embeddings of Scale-Invariant Image Features for Mobile Augmented Reality and Parameter estimation methods based on binary observations - Application to Micro -Electromechanical Systems (MEMS)

some items from conferences:

a list of noteworthy papers and blogs in:

Two Sunday Morning Insights:

some jobs announcement:

and finally the miscellaneous stuff:

- CSJobs: Research Scientist Job Openings and Student Internships on Sparsity and Compressed Sensing.
- Postdoc opening on developing advanced sparse machine learning and bioinformatics strategies

and finally the miscellaneous stuff:

- The Nuit Blanche Chronicles 2012
- The Nuit Blanche Effect, three years later.
- Don't tell my mom I blog, she thinks I'm a used car salesman
- New +Google changes
- Google+ and Reddit Experiments

Credit: NASA/ESA

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