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Signal and Data Analytics for Machine Learning

  1. SAT Name:
    Signal and Data Analytics for Machine Learning 

  2. SAT Acronym:
    SiG-DML

  3. SAT Technical Area:
    This SAT aims to address and engage in emerging developments at the confluence of signal processing, big data analytics, and machine learning research. Whereas machine learning tools are often employed to enable new signal processing applications, we are also interested in developing new signal and data analysis and synthesis theory, algorithms, and their performance analysis to enable new machine learning applications. This SAT aims to infuse machine learning research with advanced statistical signal processing, factor analysis, and optimization tools – that is, to contribute our unique signal processing expertise to the broader machine learning community.

  4. SAT Chair and Co-Chair:

    Chair:
    Nikos Sidiropoulos
    ADC Chair in Digital Technology
    Dept. of Electrical and Computer Engineering
    University of Minnesota
    200 Union St. SE,
    Minneapolis, MN 55455
    Phone: +1 (612) 625 1242
    E-mail: nikos at umn.edu
    www:  www.ece.umn.edu/~nikos

    Vice-Chair:
    Suleyman Serdar Kozat
    Dept. of Electrical and Electronics Engineering
    Bilkent University
    Ankara, Turkey 06800
    Phone:+90-312-290 2336
    E-mail: kozat at ee.bilkent.edu.tr  
    www: http://kilyos.ee.bilkent.edu.tr/~kozat/


  5. SAT membership:

    Constantine Caramanis
    Univ. of Texas, Austin, US
    constantine at utexas.edu
    Saikat Chatterjee
    KTH, Stockholm, Sweden
    sach at kth.se
    Cédric Févotte
    CNRS, Nice, France
    cfevotte at unice.fr
    Mário A. T. Figueiredo
    Instituto Superior Técnico, Lisboa, Portugal
    mtf at lx.it.pt
    Pascal Frossard
    EPFL, Switzerland
    pascal.frossard at epfl.ch
    Suleyman Serdar Kozat
    Bilkent Univ., Ankara, Turkey
    kozat at ee.bilkent.edu.tr
    Jan Larsen
    DTU, Lyngby, Danmark
    jl at imm.dtu.dk
    Eric Moreau
    Univ. of Toulon, France
    moreau at univ-tln.fr
    Morten Morup
    DTU, Lyngby, Danmark
    mmor at dtu.dk
    Cédric Richard
    UNICE, Sophia-Antipolis, France
    cedric.richard at unice.fr
    Ignacio Santamaria
    Univ. of Cantabria, Spain
    nacho at gtas.dicom.unican.es
    Nikos Sidiropoulos
    Univ. of Minnesota, Minneapolis, US
    nikos at umn.edu
    Kostas Slavakis
    SUNY, Buffalo, US
    kslavaki at buffalo.edu
    Paris Smaragdis
    UIUC, US
    paris at illinois.edu
    Wei Dai
    Imperial College London, United Kingdom
    wei.dai1 at imperial.ac.uk
    Rémi Gribonval
    INRIA, France
    remi.gribonval at inria.fr
    Nelly Pustelnik
    CNRS, France
    nelly.pustelnik at ens-lyon.fr
    Vince Calhoun
    University of New Mexico
    vcalhoun at mrn.org
    Zaid Harchaoui
    Courant Institute for Mathematical
    Sciences, USA
    zh13 at nyu.edu
    zaid.harchaoui at inria.fr
    Karin Schnass
    University of Innsbruck, Austria
    karin.schnass at uibk.ac.at
    Richard Turner
    University of Cambridge, UK
    ret26 at cam.ac.uk
    Thomas Schon
    Uppsala University, Sweden
    thomas.schon at it.uu.se