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:
   Saikat Chatterjee
   KTH Royal Institute of Technology
   Dept of Information Science and Engineering
   OSQULDAS VÄG 10, Stockholm
   Sweden
   Phone: +46 8 790 84 78
   E-mail: sach at kth.se
   www:  https://www.kth.se/profile/sach?l=en

   
   
   Vice-Chair:
   Nikos Deligiannis
   Vrije Universiteit Brussel
   Belgium
   E-mail: ndeligia at etrovub.be

   
   
   
   
5. SAT membership:

   Name	Affiliation	Email	Term
   Vince Calhoun	University of New Mexico	vcalhoun at mrn.org	2016 - 2021
   Saikat Chatterjee	KTH, Stockholm, Sweden	sach at kth.se	2018 - 2020 (Chair)
   Emilie Chouzenoux	Université Paris-Est Marne-la-Vallée, France	emilie.chouzenoux at centralesupelec.fr	2018 - 2020
   Nikos Deligiannis	Vrije Universiteit Brussel, Belgium	ndeligia at etrovub.be	2018 - 2020 (Vice-Chair)
   Monika Dörfler	University of Vienna, Austria	monika.doerfler at univie.ac.at	2018 - 2020
   Ercan Engin Kuruoglu	Italian National Council of Research, Italy	ercankuruoglu at googlemail.com	2018 - 2020
   Pascal Frossard	EPFL, Switzerland	pascal.frossard at epfl.ch	2016 - 2021
   Raja Giryes	Tel Aviv University, Israel	raja at tauex.tau.ac.il	2016 - 2021
   Rémi Gribonval	INRIA, France	remi.gribonval at inria.fr	2016 - 2021
   Laurent Jacques	UCLouvain, Belgium	laurent.jacques at uclouvain.be	2019 - 2021
   Alexander Jung	Aalto University, Finland	alexander.jung at aalto.fi	2018 - 2020
   Suleyman Serdar Kozat	Bilkent Univ., Ankara, Turkey	kozat at ee.bilkent.edu.tr	2018 - 2020
   Zhanyu Ma	Beijing University of Posts and Telecommunications, China	mazhanyu at bupt.edu.cn	2019 - 2021
   Stefano Olivieri	MathWorks	Stefano.Olivieri at mathworks.it	2019 - 2021
   Frédéric Pascal	Centrale Supélec	frederic.pascal at centralesupelec.fr	2016 - 2021
   Aleksandra Pižurica	Ghent University	Aleksandra.Pizurica at ugent.be	2019 - 2021
   Cédric Richard	UNICE, Sophia-Antipolis, France	cedric.richard at unice.fr	2016 - 2021
   Miguel Rodrigues	University College London	m.rodrigues at ucl.ac.uk	2019 - 2021
   Karin Schnass	University of Innsbruck, Austria	karin.schnass at uibk.ac.at	2016 - 2021
   Nikos Sidiropoulos	University of Virginia, US	nikos at virginia.edu	2016 - 2021
   Luisa Verdoliva	University of Naples Federico II	verdoliv at unina.it	2019 - 2021
   Silvia Villa	Politecnico di Milano, Itlay	silvia.villa at polimi.it	2018 - 2020

6. Former Members

   Name	Affiliation	Email	Term
   Constantine Caramanis	Univ. of Texas, Austin, US	constantine at utexas.edu	2016 - 2018
   Wei Dai	Imperial College London, United Kingdom	wei.dai1 at imperial.ac.uk	2016 - 2018
   Cédric Févotte	CNRS, Nice, France	cfevotte at unice.fr	2016 - 2017
   Mário A. T. Figueiredo	Instituto Superior Técnico, Lisboa, Portugal	mtf at lx.it.pt	2016 - 2018
   Zaid Harchaoui	Courant Institute for Mathematical Sciences, USA	zh13 at nyu.edu zaid.harchaoui at inria.fr	2016 - 2018
   Jan Larsen	DTU, Lyngby, Danmark	jl at imm.dtu.dk	2016 - 2018
   Eric Moreau	Univ. of Toulon, France	moreau at univ-tln.fr	2016 - 2018
   Morten Morup	DTU, Lyngby, Danmark	mmor at dtu.dk	2016 - 2018
   Nelly Pustelnik	CNRS, France	nelly.pustelnik at ens-lyon.fr	2016 - 2018
   Ignacio Santamaria	Univ. of Cantabria, Spain	nacho at gtas.dicom.unican.es	2016 - 2017
   Thomas Schon	Uppsala University, Sweden	thomas.schon at it.uu.se	2016 - 2017
   Kostas Slavakis	SUNY, Buffalo, US	kslavaki at buffalo.edu	2016 - 2017
   Paris Smaragdis	UIUC, US	paris at illinois.edu	2016 - 2017
   Richard Turner	University of Cambridge, UK	ret26 at cam.ac.uk	2016 - 2017