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Igor Carron
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Blogs (Nuit Blanche, ....)  - 
 
Imaging Human Learning thanks to compressive sensing. Yes, devious reader of the blog, I see you nodding on how meta that paper could be framed. It's not a sensor that looks at something in the brain, it's a sensor that decod...
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Igor Carron
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Conferences / Meetings / Meetups  - 
 
From Aaron's twitter feed As you all know the proceedings for the NIPS 2016 is here. At CVPR, Yann LeCun will present the following What's Wrong Deep Learning?. All the papers at ICML are here. You can also follow Hug...
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Igor Carron
owner

Conferences / Meetings / Meetups  - 
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Igor Carron
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Videos  - 
 
Here are the videos of Nonparametric Methods for Large Scale Representation Learning Workshop at NIPS 2015. Enjoy ! Francis Bach (INRIA & ENS) video Title: Sharp Analysis of Random Feature Expansions Abstract: Random...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
The title of the following paper reminded me of the joke on the middle name of Benoit B. Mandelbrot. Another piece of the Great Convergence in action. Learning to learn by gradient descent by gradient descent by Mar...
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Mike G's profile photoAndrews Sobral's profile photo
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
We mentioned Wenlin's work before here on Nuit Blanche. He is now a Doctor. Congratulations Dr. Chen ! And here is his thesis: Learning with Scalability and Compactness by Wenlin Chen Artificial Intelligence has been thri...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
David was a speaker at the Paris Machine Learning meetup a season ago. He has now finished his thesis. Congratulations Dr. Lopez-Paz!. From dependence to causation by David Lopez-Paz Machine learning is the science ...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
Discovering Causal Signals in Images by David Lopez-Paz, Robert Nishihara, Soumith Chintala, Bernhard Schölkopf and Léon Bottou The purpose of this paper is to point out and assay observable causal signals within collections...
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Igor Carron
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Blogs (Nuit Blanche, ....)  - 
 
Some phase transition in sketching with Random Features, I like it ! Sketching for Large-Scale Learning of Mixture Models by Nicolas Keriven, Anthony Bourrier, Rémi Gribonval, Patrick Pérez Learning parameters from volu...
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Igor Carron
owner

Implementations  - 
 
Continuing the foray in the connection between compressive sensing and deep learning. A Deep Learning Approach to Block-based Compressed Sensing of Images by Amir Adler, David Boublil, Michael Elad, Michael Zibulevsky Com...
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About this community

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 Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
While ICML is underway, here are a few blog posts of notes: Ben The News on Auto-tuning The Role of Convergence Analysis Mechanics of Lagrangians Mates of Costate Large Margin Micro Blogging Sanjeev A Framework for an...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
Making sense of the world through unusual PSFs , I love it ! SparkleGeometry: Glitter Imaging for 3D Point Tracking by Abigail Stylianou, Robert Pless; We consider a geometric inference problem for an imaging system con...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
The preprint also includes a section on Large Scale L1 regularization of interest in compressive sensing. Of note: There are important methods that are not included in our presentation|such as the alternating direction meth...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
Congratulations Dr. Thrampoulidis ! Recovering structured signals in high dimensions via non-smooth convex optimization: Precise performance analysis by Christos Thrampoulidis The typical scenario that arises in modern...
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Mike G's profile photoEvelyn Mitchell's profile photo
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
Bob was a speaker at one of the Paris Machine Learning meetup in February and explained to us the idea of having Horses in Machine Learning. He has more recently decided to organize a workshop on the matter. Yesterday's posts...
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Igor Carron
owner

Videos  - 
 
From Arthur Gretton's Learning with probabilities as inputs, using kernels The NIPS2015 Workshops videos are out.Today, we have the slides and videos of the Probabilistic Integration Workshop at NIPS 2016 that was organiz...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
The AutoML challenge has ended and they have a paper on the results. A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention by Isabelle Guyon, Imad Chaabane, Hugo Jair E...
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Igor Carron
owner

Conferences / Meetings / Meetups  - 
 
What a season and what an end of a season we have for you. With no advertizing. no public funding, just a bottom-up wave, we have gathered 3780 people interested in Machine Learning in Paris. Wow! Tonight's program will fe...
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