Seminars

Magnet seminars are usually held in room B21 on Thursdays, 11am. Check below for upcoming seminars and potential changes of schedule/location. You may also import the Magnet seminars public feed into your favorite calendar app. For further information, contact Aurélien.

Upcoming seminars

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WhenWhat
Thu, October 11, 2018
11:00 am
12:00 pm

Where? Inria B21
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Institutional tag: 

Inria MAGNET

Thematic tag(s): 

Machine learning




We propose an efficient distributed algorithm for solving regularized learning problems. In a distributed framework with a master machine coordinating the computations of many slave machines, our proximal-gradient algorithm allows local computations and sparse communications from slaves to master. Furthermore, for an L1-regularization, our approach automatically identifies the support of the solution, leading to sparse communications from master to slaves, with near-optimal support. We thus obtain an algorithm with two-way sparse communications. Finally, we will give extensions of this work to more general distributed architectures.


Dates: 

Thursday, October 11, 2018 - 11:00 to 12:00

Location: 

Inria B21

Speaker(s): 

Franck Iutzeler

Previous seminars (over the past year)