Program

Monday, September 13

MORNING SESSION I

9:30-10:30Pierre Comon, Tensor Decompositions Viewed from Different Fields
10:30-11:00Coffee break

MORNING SESSION II

11:00-11:30Morten Mørup, Tensor Decomposition for Mining the Consistent Reproducible Patterns in Neuroimaging Data
[slides]
11:30-12:00Sabine Van Huffel, PARAFAC: a Powerful Tool in EEG Monitoring
[slides]
12:00-12:30Maarten De Vos, Dimitri Nion, Sabine Van Huffel, Lieven De Lathauwer, A Combination of Independent Component and Parallel Factor Analysis
[slides]
12:30-15:30Noon break

AFTERNOON SESSION I

15:30-16:30Martin Haardt, Florian Roemer, Hanna Becker, Analytical Performance Evaluation of Multidimensional HOSVD-based Subspace Estimation Techniques
[slides]
16:30-17:00Michael Berry, Andrey Puretskiy, Nonnegative Tensor Factorization Models for Sentiment Tracking
[slides]
17:00-17:30Coffee break

AFTERNOON SESSION II

17:30-18:00Andrzej Cichocki, Generalized Measures of Similarity for Robust Non-negative Matrix and Tensor Factorizations
18:00-18:30Ahmad Karfoul, Julie Coloigner, Laurent Albera, Pierre Comon, Semi-nonnegative INDSCAL Analysis
[slides]
18:30-19:00Jochen Garcke, Max Klimm, Hans-Christian Kreusler, André Uschmajew, Nonnegative Rank of Nonnegative Matrices and Tensors

Tuesday, September 14

MORNING SESSION I

9:00-9:30Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda, A Scalable Optimization Approach for Fitting a CANDECOMP/PARAFAC Model
[slides]
9:30-10:00Na Li, Stefan Kindermann, Carmeliza Navasca, Convergence Results of a Regularized Alternating Least-Squares
[slides]
10:00-10:30Pentti Paatero, Carmeliza Navasca, Philip Hopke, Fast Rotationally Enhanced Alternating-Least-Squares
10:30-11:00Coffee break

MORNING SESSION II

11:00-11:30Liqun Qi, The Largest Eigenvalue of a Nonnegative Tensor
11:30-12:00Tamara Kolda, Jackson Mayo, Shifted Power Method for Tensor Eigenvalues
[slides]
12:00-12:30Gerwald Lichtenberg, Tensor Representations of Boolean Functions and Zhegalkin Polynomials
[slides]
12:30-15:30Noon break

AFTERNOON SESSION I

15:30-16:00Nikos Sidiropoulos, Evaggelos Papalexakis, Three-way Co-clustering
16:00-16:30Xinhai Liu, Lieven De Lathauwer, Wolfgang Glänzel, Bart De Moor, Hybrid Clustering of Multi-view Data via MLSVD
[slides]
16:30-17:00André de Almeida, Xavier Luciani, Alwin Stegeman, Pierre Comon, Application of the Constrained Factor Decomposition to Blind MIMO System Identification
17:00-17:30Coffee break

AFTERNOON SESSION II

17:30-18:00Anh Huy Phan, Andrzej Cichocki, Tensor Decompositions for Feature Extraction and Classification of Large-scale Multiway Data
18:00-18:30Xijing Guo, Sebastian Miron, David Brie, A Partial Uniqueness Condition for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings
18:30-19:00Lenore M. Mullin, James E. Raynolds, An Algebraic Approach to Optimizing Tensor Operations in MATLAB (and Other Production Languages Interpreted or Compiled)
[slides]

Wednesday, September 15

MORNING SESSION I

9:00-10:00Lieven De Lathauwer, Block Component Analysis
[selected slides]
10:00-10:30Laurent Sorber, Lieven De Lathauwer, Algorithms for the Rank-(Lt,Lt,1) Block Term Decomposition
[slides]
10:30-11:00Coffee break

MORNING SESSION II

11:00-11:30Alwin Stegeman, Candecomp/Parafac — From Diverging Components to a Decomposition in Block Terms
[slides]
11:30-12:00Lieven De Lathauwer, Marc Van Barel, Unmixing of Rational Functions by Tensor Computations
[slides]
12:00-12:30Dimitri Nion, Lieven De Lathauwer, The Joint Block Diagonalization Problem: a Tensor Framework
12:30-15:30Noon break

AFTERNOON SESSION I

16:00-17:00Joseph Landsberg, Tensors and Geometry
17:00-17:30Coffee break

AFTERNOON SESSION II

17:30-18:00Luke Oeding, How to Determine the Border Rank of Tensors via Polynomial Equations
18:00-18:30Alessandra Bernardi, Decomposition of Homogeneous Polynomials
[slides]
18:30-19:00Philippe Dreesen, Kim Batselier, Bart De Moor, Solving Systems of Polynomial Equations
[slides]

Thursday, September 16

MORNING SESSION I

9:00-9:30Wolfgang Hackbusch, Topological Properties of Minimal Subspaces
9:30-10:00Lars Grasedyck, Tensorization
[slides]
10:00-10:30Mariya Ishteva, P.-A. Absil, Sabine Van Huffel, Lieven De Lathauwer, The Best Low Multilinear Rank Approximation of Tensors: Some Practical Aspects
[slides]
10:30-11:00Cofee break

MORNING SESSION II

11:00-11:30Ivan Oseledets, Tensor Train Decompositions and High-Dimensional Equations
[slides]
11:30-12:00André Uschmajew, Existence and Regularity Results for Tensor Approximation in Function Spaces
12:00-12:30Femke Van Belzen, Approximation of Multi-variable Systems by Generalizing Galerkin Projections to Tensors
[slides]
12:30-15:30Noon break

AFTERNOON SESSION I

15:30-16:00Jérôme Brachat, Pierre Comon, Bernard Mourrain, Symmetric Tensor Decomposition
[slides]
16:00-16:30Sungjin Hong, An ALS Algorithm for Symmetric Parafac
16:30-17:00Mansoor Rezghi, A Note on Fast Decomposition of Circulant Tensors with Application on Image Denoising
17:00-17:30Coffee break

AFTERNOON SESSION II

17:30-18:00Dmitry Savostyanov, Fast Tucker Approximation of Structured Tensors
[slides]
18:00-18:30Ignat Domanov, Lieven De Lathauwer, On Fixed Point Algorithms for the Blind Estimation of a Single-Input Single-Output Finite Impulse Response System
[slides]
18:30-19:00Mikael Sørensen, Pierre Comon, Lieven De Lathauwer, Tensor Decompositions with Banded Structures
20:00Workshop dinner

Friday, September 17

MORNING SESSION I

9:00-9:30Giorgio Tomasi, Multiway Models in Chemometrics and Algorithms
[slides]
9:30-10:00Rasmus Bro, Practical Problems in Tensor Modeling
[slides]
10:00-10:30Lyes Lakhal, Lieven De Lathauwer, Inès Birlouez-Aragon, PARAFAC Analysis of Fluorescence Spectra Measured in Turbid and Non- hydrolyzable Media
[slides]
10:30-11:00Coffee break

MORNING SESSION II

11:00-11:30Ana Rovi, Göran Bergqvist, Analysis of 2 × 2 × 2 Tensors
11:30-12:00Pieter Penninckx, Lieven De Lathauwer, Additional Structure in the JADE Algorithm for Independent Component Analysis
[slides]
SIAM