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IML Machine Learning Workshop

Author: System Administrator - Published 2017-02-20 00:24 - ( Reads)

Inter-experimental Machine Learning Working Group Topical Workshop on Machine Learning will be held during March 20-22, 2017. The IML workshop will have dedicated sessions on machine-learning software and tools, tutorials, hands-on challenge, and a dedicated mini-workshop on physics object identification (tagging). https://indico.cern.ch/event/595059/

18th International Workshop on Advanced Computing and Analysis Techniques in Physics Research

Author: System Administrator - Published 2017-02-14 00:23 - ( Reads)

The 18th edition of ACAT will bring together experts to explore and confront the boundaries of computing, automated data analysis, and theoretical calculation technologies, in particle and nuclear physics, astronomy and astrophysics, cosmology, accelerator science and beyond. ACAT provides a unique forum where these disciplines overlap with computer science, allowing for the exchange of ideas and the discussion of cutting-edge computing, data analysis and theoretical calculation technologies in fundamental physics research. https://indico.cern.ch/event/567550/

TMVA new architectures design and implementation.

Author: System Administrator - Published 2016-12-11 23:59 - ( Reads)

https://cds.cern.ch/record/2211157/

Toolkit for Multivariate Analysis(TMVA) is a package in ROOT for machine learning algorithms for classification and regression of the events in the detectors. In TMVA, we are developing new high level algorithms to perform multivariate analysis as cross validation, hyper parameter optimization, variable importance etc... Almost all the algorithms are expensive and designed to process a huge amount of data. It is very important to implement the new technologies on parallel computing to reduce the processing times. Summer student report https://cds.cern.ch/record/2211157/files/CERNSummerStudentReport.pdf

IML Next Meeting

Author: System Administrator - Published 2016-01-27 18:46 - ( Reads)

We plan to hold our next meeting of the LHC machine learning working group on Wednesday February 3 at 10:00 CERN time in Salle Dirac (40-S2-D01), which is already reserved. For those who plan to connect remotely, a vidyo connection is available. https://indico.cern.ch/event/483895/

ACAT 2016

Author: System Administrator - Published 2016-01-19 23:48 - ( Reads)

17th International workshop on Advanced Computing and Analysis Techniques in physics research (ACAT) UTFSM, Valparaíso (Chile).

Our contribution ACAT 2016

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