IML Machine Learning Working Group: open topic

Europe/Zurich
222-R-001 (CERN)

222-R-001

CERN

200
Show room on map
Description

Agenda under development. If you like to present, please contact iml.coordinators@cern.ch

Videoconference Rooms
IML-MachineLearning-WG
Name
IML-MachineLearning-WG
Description
Vidyo room for the IML machine learning working group
Extension
10453344
Owner
Steven Schramm
Auto-join URL
Useful links
Phone numbers
    • 14:00 15:00
      Seminar
      • 14:00
        EP-IT data science seminar: Soumith Chintala (Facebook): Automatic Differentiation and Deep Learning PLEASE JOIN THIS SESSION THROUGH WEBCAST FROM THE SEMINAR PAGE 1h

        https://indico.cern.ch/event/689421/

        Statistical learning has been getting more and more interest from the particle-physics community in recent times, with neural networks and gradient-based optimization being a focus.

        In this talk we shall discuss three things:

        • automatic differention tools: tools to quickly build DAGs of computation that are fully differentiable. We shall focus on one such tool "PyTorch".

        • Easy deployment of trained neural networks into large systems with many constraints: for example, deploying a model at the reconstruction phase where the neural network has to be integrated into CERN's bulk data-processing C++-only environment

        • Some recent models in deep learning for segmentation and generation that might be useful for particle physics problems.

        Please note that a Webcast retransmission will be available for this Seminar.

    • 15:00 18:00
      Regular IML meeting
Your browser is out of date!

Update your browser to view this website correctly. Update my browser now

×