Program
Monday, September 13
MORNING SESSION I
9:30-10:30 | Pierre Comon, Tensor Decompositions Viewed from Different Fields |
10:30-11:00 | Coffee break |
MORNING SESSION II
11:00-11:30 | Morten Mørup, Tensor Decomposition for Mining the Consistent Reproducible Patterns in Neuroimaging Data [slides] |
11:30-12:00 | Sabine Van Huffel, PARAFAC: a Powerful Tool in EEG Monitoring [slides] |
12:00-12:30 | Maarten De Vos, Dimitri Nion, Sabine Van Huffel, Lieven De Lathauwer, A Combination of Independent Component and Parallel Factor Analysis [slides] |
12:30-15:30 | Noon break |
AFTERNOON SESSION I
15:30-16:30 | Martin Haardt, Florian Roemer, Hanna Becker, Analytical Performance Evaluation of Multidimensional HOSVD-based Subspace Estimation Techniques [slides] |
16:30-17:00 | Michael Berry, Andrey Puretskiy, Nonnegative Tensor Factorization Models for Sentiment Tracking [slides] |
17:00-17:30 | Coffee break |
AFTERNOON SESSION II
17:30-18:00 | Andrzej Cichocki, Generalized Measures of Similarity for Robust Non-negative Matrix and Tensor Factorizations |
18:00-18:30 | Ahmad Karfoul, Julie Coloigner, Laurent Albera, Pierre Comon, Semi-nonnegative INDSCAL Analysis [slides] |
18:30-19:00 | Jochen Garcke, Max Klimm, Hans-Christian Kreusler, André Uschmajew, Nonnegative Rank of Nonnegative Matrices and Tensors |
Tuesday, September 14
MORNING SESSION I
9:00-9:30 | Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda, A Scalable Optimization Approach for Fitting a CANDECOMP/PARAFAC Model [slides] |
9:30-10:00 | Na Li, Stefan Kindermann, Carmeliza Navasca, Convergence Results of a Regularized Alternating Least-Squares [slides] |
10:00-10:30 | Pentti Paatero, Carmeliza Navasca, Philip Hopke, Fast Rotationally Enhanced Alternating-Least-Squares |
10:30-11:00 | Coffee break |
MORNING SESSION II
11:00-11:30 | Liqun Qi, The Largest Eigenvalue of a Nonnegative Tensor |
11:30-12:00 | Tamara Kolda, Jackson Mayo, Shifted Power Method for Tensor Eigenvalues [slides] |
12:00-12:30 | Gerwald Lichtenberg, Tensor Representations of Boolean Functions and Zhegalkin Polynomials [slides] |
12:30-15:30 | Noon break |
AFTERNOON SESSION I
15:30-16:00 | Nikos Sidiropoulos, Evaggelos Papalexakis, Three-way Co-clustering |
16:00-16:30 | Xinhai Liu, Lieven De Lathauwer, Wolfgang Glänzel, Bart De Moor, Hybrid Clustering of Multi-view Data via MLSVD [slides] |
16:30-17:00 | André de Almeida, Xavier Luciani, Alwin Stegeman, Pierre Comon, Application of the Constrained Factor Decomposition to Blind MIMO System Identification |
17:00-17:30 | Coffee break |
AFTERNOON SESSION II
17:30-18:00 | Anh Huy Phan, Andrzej Cichocki, Tensor Decompositions for Feature Extraction and Classification of Large-scale Multiway Data |
18:00-18:30 | Xijing Guo, Sebastian Miron, David Brie, A Partial Uniqueness Condition for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings |
18:30-19:00 | Lenore 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
9:00-10:00 | Lieven De Lathauwer, Block Component Analysis [selected slides] |
10:00-10:30 | Laurent Sorber, Lieven De Lathauwer, Algorithms for the Rank-(Lt,Lt,1) Block Term Decomposition [slides] |
10:30-11:00 | Coffee break |
MORNING SESSION II
11:00-11:30 | Alwin Stegeman, Candecomp/Parafac — From Diverging Components to a Decomposition in Block Terms [slides] |
11:30-12:00 | Lieven De Lathauwer, Marc Van Barel, Unmixing of Rational Functions by Tensor Computations [slides] |
12:00-12:30 | Dimitri Nion, Lieven De Lathauwer, The Joint Block Diagonalization Problem: a Tensor Framework |
12:30-15:30 | Noon break |
AFTERNOON SESSION I
16:00-17:00 | Joseph Landsberg, Tensors and Geometry |
17:00-17:30 | Coffee break |
AFTERNOON SESSION II
17:30-18:00 | Luke Oeding, How to Determine the Border Rank of Tensors via Polynomial Equations |
18:00-18:30 | Alessandra Bernardi, Decomposition of Homogeneous Polynomials [slides] |
18:30-19:00 | Philippe Dreesen, Kim Batselier, Bart De Moor, Solving Systems of Polynomial Equations [slides] |
Thursday, September 16
MORNING SESSION I
9:00-9:30 | Wolfgang Hackbusch, Topological Properties of Minimal Subspaces |
9:30-10:00 | Lars Grasedyck, Tensorization [slides] |
10:00-10:30 | Mariya Ishteva, P.-A. Absil, Sabine Van Huffel, Lieven De Lathauwer, The Best Low Multilinear Rank Approximation of Tensors: Some Practical Aspects [slides] |
10:30-11:00 | Cofee break |
MORNING SESSION II
11:00-11:30 | Ivan Oseledets, Tensor Train Decompositions and High-Dimensional Equations [slides] |
11:30-12:00 | André Uschmajew, Existence and Regularity Results for Tensor Approximation in Function Spaces |
12:00-12:30 | Femke Van Belzen, Approximation of Multi-variable Systems by Generalizing Galerkin Projections to Tensors [slides] |
12:30-15:30 | Noon break |
AFTERNOON SESSION I
15:30-16:00 | Jérôme Brachat, Pierre Comon, Bernard Mourrain, Symmetric Tensor Decomposition [slides] |
16:00-16:30 | Sungjin Hong, An ALS Algorithm for Symmetric Parafac |
16:30-17:00 | Mansoor Rezghi, A Note on Fast Decomposition of Circulant Tensors with Application on Image Denoising |
17:00-17:30 | Coffee break |
AFTERNOON SESSION II
17:30-18:00 | Dmitry Savostyanov, Fast Tucker Approximation of Structured Tensors [slides] |
18:00-18:30 | Ignat Domanov, Lieven De Lathauwer, On Fixed Point Algorithms for the Blind Estimation of a Single-Input Single-Output Finite Impulse Response System [slides] |
18:30-19:00 | Mikael Sørensen, Pierre Comon, Lieven De Lathauwer, Tensor Decompositions with Banded Structures |
20:00 | Workshop dinner |
Friday, September 17
MORNING SESSION I
9:00-9:30 | Giorgio Tomasi, Multiway Models in Chemometrics and Algorithms [slides] |
9:30-10:00 | Rasmus Bro, Practical Problems in Tensor Modeling [slides] |
10:00-10:30 | Lyes Lakhal, Lieven De Lathauwer, Inès Birlouez-Aragon, PARAFAC Analysis of Fluorescence Spectra Measured in Turbid and Non- hydrolyzable Media [slides] |
10:30-11:00 | Coffee break |
MORNING SESSION II
11:00-11:30 | Ana Rovi, Göran Bergqvist, Analysis of 2 × 2 × 2 Tensors |
11:30-12:00 | Pieter Penninckx, Lieven De Lathauwer, Additional Structure in the JADE Algorithm for Independent Component Analysis [slides] |