Workshop on Tensor Decompositions and Applications (TDA 2010)
September 13-17, 2010
Monopoli, Bari, Italy
URL:
http://homes.esat.kuleuven.be/~sistawww/TDA2010/index.php Registration deadline: March 31, 2010. (!)
Submission deadline: May 30, 2010.
This workshop is devoted to the study of tensor decompositions and their applications. It will feature a series of invited talks by leading experts and contributed presentations on specific problems. Invited talks are supposed to be broadly accessible, as a help for researchers who are new to the field.
Topics of interest include:
* Mathematical properties of tensor decompositions
* Numerical algorithms for the computation of tensor decompositions
* Tensor-based optimization
* Tensor-based scientific computing
* Computational complexity
* Algebraic geometry
* Representation theory
* Tensor-based signal processing
* Tensor-based machine learning
* Tensor-based data mining
* Independent component analysis, blind source separation and factor analysis
* Applications in chemometrics, psychometrics, econometrics
* Applications in telecommunication
* Applications in sensor array processing
* Applications in bioinformatics and biomedical engineering
* Applications in quantum information theory and quantum computing
* Diffusion tensor imaging
* Multi-matrix methods
