Defeating the Data Tsunami, one algorithm at a time.
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Videos  -
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

Stable recovery of low-dimensional cones in Hilbert spaces: One RIP to rule them all Yann Traonmilin, Rémi Gribonval Many inverse problems in signal processing deal with the robust estimation of unknown data from underdet...
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

Laurent Duval just sent me the following: Hi Igor From Québec City, a paper that caught my attention, a nice mix between  CS and compression: Colas Schretter, David Blinder, Tim Bruylants, Peter Schelkens and Adrian M...
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### Igor Carronowner

Conferences / Meetings / Meetups  -

Le meetup will be taking place at SNIPS and will be sponsored by Mathworks. Un grand merci à eux ! We will start at 19h15 Paris time. Right now the program is:  Raphael Puget, LIP6 Extreme multi-class classificat...
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -
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### Igor Carronowner

Implementations  -

On the Complexity of Robust PCA and $\ell_1$-norm Low-Rank Matrix Approximation Nicolas Gillis, Stephen A. Vavasis The low-rank matrix approximation problem with respect to the component-wise $\ell_1$-norm ($\ell_1$-LRA), w...
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### CRISP Project

Job announcements  -

One open position in the field of random projections at Politecnico di Torino, Italy. Send us your CV!﻿
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### Igor Carronowner

Discussion  -

We just posted a new release of our MIT Press Deep Learning book draft, with the first two parts (out of three) of the book basically completed and sent to reviewers. Feedback will continue to improve these two parts, I'm sure, thanks to all those who gave us feedback and to all those who will in the future. Enjoy!
http://www.iro.umontreal.ca/~bengioy/dlbook/﻿
Deep Learning. An MIT Press book in preparation. Yoshua Bengio, Ian Goodfellow and Aaron Courville. Citing the book in preparation. To cite this book in preparation, please use the following bibtex entry: @unpublished{Bengio-et-al-2015-Book, title={Deep Learning}, author={Yoshua Bengio and Ian ...
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### Igor Carronowner

Implementations  -

From the paper: "...In this paper, we tackle these scalability bottlenecks by focusing on what embeddings are actually used for: computing ℓ2-based pairwise similarity metrics typically used for supervised or unsupervise...
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

What happened since the last Nuit Blanche in Review ( August 2015 ) ?: Well besides knowing that liquid water has been found on Mars. We had a few implementations made available by their authors (and we are getting close ...
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This is a community of people interested in Compressive Sensing, Advanced Matrix Factorization, Randomized Linear Algebra and any other means of defeating the curse of dimensionality. Theoreticians all the way to hardware hackers are welcome.

### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

Laurent Jacques tweeted about these two sketching preprints recently. The second one is the new version of a preprint we mentioned earlier: Sketching for Simultaneously Sparse and Low-Rank Covariance Matrices Sohail Bahmani...
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

We continue on using the random feature hack to approximate distributions: Linear-time Learning on Distributions with Approximate Kernel Embeddings by Dougal J. Sutherland, Junier B. Oliva, Barnabás Póczos, Jeff Schneider Ma...
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -
1

### Igor Carronowner

Blogs (Nuit Blanche, ....)  -
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

Here are two new hardware randomized acquisition of signals: Development of a fast electromagnetic shutter for compressive sensing imaging in scanning transmission electron microscopy Armand Béché, Bart Goris, Bert Freit...
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Discussion  -
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

This week, I was making a presentation for Company X and needed to keep abreast of the recent cost per genome figure computed at genome.gov. Well, thanks to a retweet by Michael, it looks like October 1 saw the Second Inflect...
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

Here is a video on Gaussian Processes by Neil Lawrence from the excellent CVTalks site.     Join the CompressiveSensing subreddit or the Google+ Community or the Facebook page and post there ! Liked this entry ? subscrib...
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### Igor Carronowner

Blogs (Nuit Blanche, ....)  -

Using directly randomized sampling in BLAS3 operations, wow !   True BLAS-3 Performance QRCP using Random Sampling by Jed A. Duersch, Ming Gu The dominant contribution to communication complexity in factorizing a matrix ...
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