EURASIP Summer School


Event Details

Monday August 27, 2018 from 8:15 AM to Friday August 31, 2018 4:15 PM
KU Leuven, Dept. of Electtrical Engineering (ESAT), Kasteelpark Arenberg

Tensor-Based Signal Processing

Developments in tensor based method allow us to move from classical vector and matrix based methods in applied mathematics and mathematical engineering to methods that involve tensors of arbitrary order. This results in the joint analysis of multiple data sets by coupled decompositions of several matrices and/or tensors.


The first two days of this summer school will provide a basic yet solid introduction to tensor decompositions and applications in signal processing, through lectures and computer exercises. The next three days will feature invited lectures by experts. Participants will be given the opportunity to present their own work in a poster and obtain feed-back from the course tutors. Detailed 5 day program.


Data Science

Data Science is an interdisciplinary field that uses a variety of techniques to create value based on extracting knowledge and insights from available data. The successful and responsible application of these methods highly depends on a good understanding of the application domain, taking into account ethics, business models, and human behavior.