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Igor Carron
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Igor Carron
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As Sebastien pointed out the COLT 2016 videos are out. Here is one: Ravi Kannan on Randomized Algorithms in Linear Algebra Join the CompressiveSensing subreddit or the Google+ Community or the Facebook page and ...
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Igor Carron
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Blogs (Nuit Blanche, ....)  - 
 
Looks like some bounds have been tightened. Funny enough, in a matter of a week, I am either talking to or featuring someone from SpaceX, which just happens to deliver today or tomorrow a nanopore sequencer to the internation...
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Conferences / Meetings / Meetups  - 
 
You probably have noticed recently an acceleration of the offering when it comes to computing hardware in Machine Learning. You may have also noticed that some algorithms seem to take into account the constraints of being in ...
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Igor Carron
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Blogs (Nuit Blanche, ....)  - 
 
The Great Convergence continues in compressive sensing hardware and machine learning: DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing by Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos In ...
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Igor Carron
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Blogs (Nuit Blanche, ....)  - 
 
ah ! Using AMP in hyperspectral imaging with sparsity and low rank, this was much needed. An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity pr...
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Igor Carron
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Blogs (Nuit Blanche, ....)  - 
 
Galen just sent me the following: Hi Igor, This week I presented some work at ISIT that might be of interest. In joint work with Henry Pfister, we have shown that the replica-symmetric prediction for compressed sensing wit...
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Ivan, the person behind the Tensor Train tensor decomposition just sent me the following: Dear Igor, I have a new interesting paper to share. " Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Rec...
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You probably have noticed recently an acceleration of the offering when it comes to computing hardware in Machine Learning. You may have also noticed that some algorithms seem to take into account the constraints of being in ...
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+Igor Carron It is going to be super! Hope it gets accepted - looking forward to it.
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Comme toujours très bonne analyse de Stéphane Mallat dans cette émission de France Culture.
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Igor Carron
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Blogs (Nuit Blanche, ....)  - 
 
Here is an interesting survey: Randomized methods for matrix computations and analysis of high dimensional data by Per-Gunnar Martinsson This report surveys a number of randomized techniques that have recently been ...
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Around the blogs in 78 minutes: NIPS2015 edition
nuit-blanche.blogspot.com

A few people who attended the NIPS conference ended up writing about it and about the OpenAI announcement, here are the few I noticed: On th

Paris Machine Learning #4 Season 3: Netflix, CRISPR, SFdS, Craft.ai
nuit-blanche.blogspot.com

We will be at Salle Pierre Nicole (Maison des Mines) thanks to Société Française de Statistique. The networking event is sponsored by MathWo

Challenge: Computational Imaging for VLBI Image Reconstruction
nuit-blanche.blogspot.com

Here is a reconstruction endeavor that could eventually help the Event Horizon Telescope: Computational Imaging for VLBI Image Reconstructio

Compressive Sampling using Annihilating Filter-based Low-Rank Interpolation
nuit-blanche.blogspot.com

Compressive Sampling using Annihilating Filter-based Low-Rank Interpolation by Jong Chul Ye, Jong Min Kim, Kyong Hwan Jin While the recent t

Perfect Recovery Conditions For Non-Negative Sparse Modeling / Compressi...
nuit-blanche.blogspot.com

Perfect Recovery Conditions For Non-Negative Sparse Modeling by Yuki Itoh, Marco F. Duarte, Mario Parente Sparse modeling has been widely an

Random Features Roundup
nuit-blanche.blogspot.com

Following up on this morning's blog entry, here are some papers/posters featuring the use of Random Features: Here is a Thesis Proposal and

Unlabeled Sensing with Random Linear Measurements
nuit-blanche.blogspot.com

From the introduction: Unlabeled sensing has potential applications in a number of different fields. Consider the following example. You are

Book: Convex Optimization: Algorithms and Complexity, Sébastien Bubeck
nuit-blanche.blogspot.com

Sébastien Bubeck mentioned it on his blog here is his new introduction to convex optimization entitled: Convex Optimization: Algorithms and

Thesis: High-Dimensional Big Data Processing with Dictionary Learning an...
nuit-blanche.blogspot.com

High-Dimensional Big Data Processing with Dictionary Learning and Diffusion Maps by Aviv Rotbart Algorithms for modern Big Data analysis dea

Universality laws for randomized dimension reduction, with applications
nuit-blanche.blogspot.com

It's been mentioned by a few of you, Giuseppe being the first (thanks !) Universality laws for randomized dimension reduction, with applicat

Job: PhD studentships and maybe a postdoc, Iowa State University
nuit-blanche.blogspot.com

Namrata just let me know of the following opportunities in her group (for those interested in osting similar job opportunities, do not hesit

CSJobs: Postdocs / PhDs / internships opportunities, Saclay, France
nuit-blanche.blogspot.com

Jerome let me know of a few postdoc/PhD/internship opportunities in his lab, here they are: Stages “Sparse blind source separation from mult

Slides and Videos: Randomized Numerical Linear Algebra reading group, Be...
nuit-blanche.blogspot.com

Laura Grigori co-organized with Jim Demmel, Ming Gu, Michael Mahoney, the Randomized Numerical Linear Algebra reading group at Berkeley this

Blind and reference-free fluorescence lifetime estimation via consumer t...
nuit-blanche.blogspot.com

Ayush just sent me the following: Hi Igor: I have been an avid follower of you blog since time immemorial. ;) I am not sure if the content o

Scampi: a robust approximate message-passing framework for compressive i...
nuit-blanche.blogspot.com

Scampi: a robust approximate message-passing framework for compressive imaging by Jean Barbier, Eric Tramel, Florent Krzakala Reconstruction

Machine Learning Summer School 2016, University of Cadiz, Spain, May 11t...
nuit-blanche.blogspot.com

Joan just sent me the following: Dear Igor, I hope you are doing well. I just wanted to let you know that we are organizing the upcoming mac

PCMI Summer School, "The Mathematics of Data", June 30 – July 20, 2016, ...
nuit-blanche.blogspot.com

Michael sent me the following last week: Hi Igor, Hope all is well with you. I wanted to let you know about a summer school the "Mathematics

Random Features Roundup
nuit-blanche.blogspot.com

Here is this week roundup of preprints using Random Features (or avoiding them in the related section) Deep Mean Maps Junier B. Oliva, Douga

Nuit Blanche
nuit-blanche.blogspot.com

A blog about Compressive Sensing, Computational Imaging, Machine Learning. Using priors to avoid the curse of dimensionality arising in Big

Convenience clouds your mind: Determining building interior structures u...
nuit-blanche.blogspot.com

This is a very nice example. Every once in while, people ask me whether compressive sensing is worth it. The answer is invariably: It depend