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Home ← Nicolas Le Roux

I am a researcher with expertise in machine learning, neural networks, optimization, large-scale learning and statistical modeling in general. I am now at Google Brain Montreal. Contact me if you're interested in joining us! I joined Google Brain Montreal as a Research Scientist. Mark Schmidt released his Matlab code of SAG. The algorithm described in A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets. Here are the slides. And the arXiv version. Is now available on...

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I am a researcher with expertise in machine learning, neural networks, optimization, large-scale learning and statistical modeling in general. I am now at Google Brain Montreal. Contact me if you're interested in joining us! I joined Google Brain Montreal as a Research Scientist. Mark Schmidt released his Matlab code of SAG. The algorithm described in A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets. Here are the slides. And the arXiv version. Is now available on...
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Home ← Nicolas Le Roux | nicolas.le-roux.name Reviews

https://nicolas.le-roux.name

I am a researcher with expertise in machine learning, neural networks, optimization, large-scale learning and statistical modeling in general. I am now at Google Brain Montreal. Contact me if you're interested in joining us! I joined Google Brain Montreal as a Research Scientist. Mark Schmidt released his Matlab code of SAG. The algorithm described in A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets. Here are the slides. And the arXiv version. Is now available on...

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nicolas.le-roux.name nicolas.le-roux.name
1

Home ← Nicolas Le Roux

http://nicolas.le-roux.name/index.html

I am a former researcher with expertise in machine learning, neural networks, optimization, large-scale learning and statistical modeling in general. I am now Scientific Program Manager at Criteo, in charge of defining and driving scientific projects pertaining to the ad prediction problem. Mark Schmidt released his Matlab code of SAG. The algorithm described in A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets. Here are the slides. And the arXiv version. Is now a...

2

Code ← Nicolas Le Roux

http://nicolas.le-roux.name/code.html

I'll put here some code I developed over the years. As is often the case, I did not pay much attention to readability when I wrote it and making it clean enough for public use is a long and painful process. Hopefully, more code will be added with time. This is Mark Schmidt's implementation of SAG, the algorithm described in A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets. This is the code used in the paper Local Component Analysis. Stolen from Mark Reid.

3

Publications ← Nicolas Le Roux

http://nicolas.le-roux.name/publications.html

Which contains the entries for all my publications. Page from Google Scholar. Minimizing Finite Sums with the Stochastic Average Gradient. M Schmidt, N. Le Roux. ArXiv:1309.2388. [ Code. Fast Convergence of Stochastic Gradient Descent under a Strong Growth Condition. M Schmidt and N. Le Roux. A Stochastic Gradient Method with an Exponential Convergence Rate for Strongly-Convex Optimization with Finite Training Sets. M Schmidt and F. Bach. 2012 [ arXiv version. R Jenatton*, N. Le Roux. 2011 [ arXiv version.

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learningsemanticsnips2011.wordpress.com learningsemanticsnips2011.wordpress.com

Call for Abstracts | Learning Semantics – NIPS 2011 Workshop

https://learningsemanticsnips2011.wordpress.com/2011/08/25/call-for-abstracts

Learning Semantics – NIPS 2011 Workshop. Special Issue on Learning Semantics in Machine Learning. August 25, 2011. Videos of most talks are available from techtalks.tv. A Special Issue on Learning Semantics. Is on in Machine Learning. Melia Sierra Nevada and Melia Sol y Nieve, Sierra Nevada, Spain. Saturday December 17, 2011. How should meaning representations be structured to be easily interpretable by a computer and still express rich and complex knowledge? 8211; UIUC – Pascal2 Invited Speaker. 8211; C...

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Home ← Nicolas Le Roux

I am a researcher with expertise in machine learning, neural networks, optimization, large-scale learning and statistical modeling in general. I am now at Google Brain Montreal. Contact me if you're interested in joining us! I joined Google Brain Montreal as a Research Scientist. Mark Schmidt released his Matlab code of SAG. The algorithm described in A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets. Here are the slides. And the arXiv version. Is now available on...

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