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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
A Randomized Tensor Singular Value Decomposition based on the t-product by Jiani Zhang, Arvind K. Saibaba, Misha Kilmer, Shuchin Aeron The tensor Singular Value Decomposition (t-SVD) for third order tensors that was propose...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
Estimating the impact of random projections / Random Features on adversarial Machine Learning, I love it. From the paper: Specifically, nonzero-sum large-scale strategic games with high-dimensional continuous decision spa...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
So in previous times, people would talk about upsamling or superresolution ( see this eight year old blog entry entitled CS: Very High Speed Incoherent Projections for Superresolution, and a conference. on how it is done for ...
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Igor Carron
owner

Conferences / Meetings / Meetups  - 
 
Tonight, we will have Paris Machine Learning Meetup, Hors série #2 on Scalable Machine Learning with H2O. Jiqiong Qiu is a co-organizer of this meetup with Franck Bardol and Igor Carron. This "Hors Série 2" will be focused on...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
On Friday, we had a, too short, panel discussion on the AI ecosystem here in France. At the end, Paul asked us what would be needed to have an even more dynamic ecosystem: #franceisai @IgorCarron : "we need to have more...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models by Yawen Guan, Murali Haran Inference for spatial generalized linear mixed models (SGLMMs) for high-dimensional non-Gaussian s...
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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, ....)  - 
 
Interesting that such a simple algorithm could do the job: Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis by Mostafa Rahmani, George Atia This paper presents a remarkably simple, yet powerful, alg...
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Igor Carron
owner

Start-ups/ projects crowdfunding  - 
 
I officially mentioned LightOn back in June (LightOn. And so it begins.). Since then, we've been busy: talking to potential investors, getting some hardware up and running and then some. Here are some of the elements we put o...
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Igor Carron
owner

Videos  - 
 
While waiting for day 2 of the Bay Area Deep Learning school in three hours, here are the ten videos of presentations made at the HORSE2016 workshop (On “Horses” and “Potemkin Villages” in Applied Machine Learning) organized ...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
Francois Chollet the creator of Keras tweeted the following interesting proposition: We're still collecting interesting research problems for our open science initiative: https://t.co/yIqIhTAbSS -don't hesitate to contribu...
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Igor Carron
owner

Blogs (Nuit Blanche, ....)  - 
 
We just had a meetup on Stan where Eric mentioned Michael Betancourt's video presentation on Hamiltonian Monte Carlo (see below) and I note the Random Features expansion can speed some of these computations: Hamiltonian Mo...
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Igor Carron
owner

Conferences / Meetings / Meetups  - 
 
For this first Hors série Paris Machine Learning meetup of the season, Dataiku is co-organizing this meetup. To register for the even you need to go there. Streaming video is here and will start at around 7:00PM Paris time. ...
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Igor Carron
owner

Conferences / Meetings / Meetups  - 
 
The SPARS 2017 workshop will take place in Lisbon and they have a call for papers: The Signal Processing with Adaptive Sparse Structured Representations (SPARS) workshop aims at bringing together people from statistics, eng...
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Igor Carron
owner

Conferences / Meetings / Meetups  - 
 
Tonight, we will have the first meetup of season 4. We just passed 4000 members, woohoo ! We should have three presentations, if you are interested to do one: it is here. Presentation slides will be added before t...
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