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Signal and Data Analytics for Machine Learning

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

  2. SAT Acronym:

  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:

    Saikat Chatterjee
    KTH Royal Institute of Technology
    Dept of Information Science and Engineering
    OSQULDAS VÄG 10, Stockholm
    Phone: +46 8 790 84 78
    E-mail: sach at

    Suleyman Serdar Kozat
    Dept. of Electrical and Electronics Engineering
    Bilkent University
    Ankara, Turkey 06800
    Phone:+90-312-290 2336
    E-mail: kozat at  

  5. SAT membership:

    Constantine Caramanis
    Univ. of Texas, Austin, US
    constantine at
    Saikat Chatterjee
    KTH, Stockholm, Sweden
    sach at
    Cédric Févotte
    CNRS, Nice, France
    cfevotte at
    Mário A. T. Figueiredo
    Instituto Superior Técnico, Lisboa, Portugal
    mtf at
    Pascal Frossard
    EPFL, Switzerland
    pascal.frossard at
    Suleyman Serdar Kozat
    Bilkent Univ., Ankara, Turkey
    kozat at
    Jan Larsen
    DTU, Lyngby, Danmark
    jl at
    Eric Moreau
    Univ. of Toulon, France
    moreau at
    Morten Morup
    DTU, Lyngby, Danmark
    mmor at
    Cédric Richard
    UNICE, Sophia-Antipolis, France
    cedric.richard at
    Ignacio Santamaria
    Univ. of Cantabria, Spain
    nacho at
    Nikos Sidiropoulos
    Univ. of Minnesota, Minneapolis, US
    nikos at
    Kostas Slavakis
    SUNY, Buffalo, US
    kslavaki at
    Paris Smaragdis
    UIUC, US
    paris at
    Wei Dai
    Imperial College London, United Kingdom
    wei.dai1 at
    Rémi Gribonval
    INRIA, France
    remi.gribonval at
    Nelly Pustelnik
    CNRS, France
    nelly.pustelnik at
    Vince Calhoun
    University of New Mexico
    vcalhoun at
    Zaid Harchaoui
    Courant Institute for Mathematical
    Sciences, USA
    zh13 at
    zaid.harchaoui at
    Karin Schnass
    University of Innsbruck, Austria
    karin.schnass at
    Richard Turner
    University of Cambridge, UK
    ret26 at
    Thomas Schon
    Uppsala University, Sweden
    thomas.schon at