![](http://www.esat.kuleuven.be/stadius/imgs/people/p_22.jpg)
ESAT
Kasteelpark Arenberg 10, bus 2446, B-3001 Leuven, Belgium
office: B00.13
phone: +32 56 24 60 62 fax: 2 19 70
email: .@esat.kuleuven.be
www: Personal homepage
Signal Processing Based on Multilinear Algebra Keywords: |
Current research team:
Nico Vervliet |
I obtained the Ph.D. degree in Engineering from KU Leuven in 1997. From 2000 to 2007 I was Research Associate with the Centre National de la Recherche Scientifique, France (Lab. ETIS, Cergy-Pontoise). In September 2007 I joined KU Leuven again as Associate Professor. In 2013 I became Professor and in 2018 Full Professor. I am affiliated with both the Group Science, Engineering and Technology of Kulak and with the Stadius Center for Dynamical Systems, Signal Processing and Data Analytics of the Electrical Engineering Department (ESAT). My research concerns the development of tensor tools for engineering applications. |
- Tensor Tools for Taming the Curse
- Between linear and nonlinear: new tensor perspectives
- FAIR 2-0 - AI Research Program
- 2022 IEEE SPS Donald G. Fink Overview Paper Award
2022 IEEE SPS Donald G. Fink Overview Paper Award
Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, and Christos Faloutsos
"Tensor Decomposition for Signal Processing and Machine Learning"
IEEE Transactions on Signal Processing, July 2017
https://ieeexplore.ieee.org/abstract/document/7891546 - Fellow EURASIP
Lieven has been elected as a Fellow of the European Association of Signal Processing (EURASIP) “for contributions to tensor-based signal processing”.
- 2018 IEEE SPS Signal Processing Magazine Best Paper Award
Cichocki A., Mandic D., Phan A.-H., Caiafa C., Zhou G., Zhao Q., De Lathauwer L., "Tensor Decompositions for Signal Processing Applications. From Two-way to Multiway Component Analysis", IEEE Signal Processing Magazine, vol. 32, no. 2, Mar. 2015, pp. 145-163.
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- Fellow SIAM (2017)
- Fellow IEEE (2015)
- EURASIP Student Paper Prize
Best Student Paper IEEE Signal Processing Society Workshop on Higher-Order Statistics, July 21-23, 1997, Banff, Alberta, Canada - Best Junior Presentation Award
Best Student Presentation 16th Benelux Meeting on Systems and Control, March 5-7, 1997, Houffalize, Belgium - Student Award
Best Student Paper IEEE Signal Processing / ATHOS Workshop on Higher-Order Statistics, June 12-14, 1995, Girona, Spain
- Guest Editor SIAM Journal on Matrix Analysis and Applications
Special Issue on "Tensor Decompositions and Applications", Vol. 30, No. 3, 2008 (co-editors: P. Comon, N. Mastronardi).
- Guest editor Signal Processing
Special Issue Blind Source Separation and Multichannel Deconvolution, Vol. 73, Nos. 1-2, Feb. 1999 (co-editor: P. Comon).
- Associate Editor SIAM Journal on Matrix Analysis and Applications
- Associate Editor IEEE Transactions on Signal Processing