Presentations
2019
П-Day Seminar – Lieven De Lathauwer
March 14, 2019, KULeuven, SIAM Student Chapter
A piece of space and the grace of π
2018
Ph.D. Defence, Griet Goovaerts
December 2018
Tensor-based ECG analysis in sudden cardiac death
Ph.D. Defence Alexander Alexeis Suárez León
December 2018
Machine learning approaches for ambulatory electrocardiography signal processing
Ph.D. Defence Yissel Aldana Rodriguez
December 2018
Methods for nonconvulsive epileptic seizure monitoring
Poster presentation, Janssen Interactive Career Day – Lieven De Lathauwer
November 30, Beerse, Belgium
Decomposing Large-Scale Incomplete Tensors into Rank-1 Terms
(Joint work with Nico Vervliet and Otto Debals)
Oral presentation, Asilomar Conference on Signals, Systems and Computers 2018 – Nico Vervliet
October 28-31, 2018, Pacific Grove, CA, USA
Advances in the numerical computation of decompositions of explicitly or implicitly given tensors
Oral presentation, Asilomar Conference on Signals, Systems and Computers 2018 – Nico Vervliet
October 28-31, 2018, Pacific Grove, CA, USA
Computation of tensor decompositions via structured null spaces
Invited speaker, 3rd International Symposium on Research and Education of Computational Science (RECS 2018) – Lieven De Lathauwer
September 20–21, 2018, University of Tokyo, Japan
An Introduction to Tensor Methods
Lecturer, Rome–Moscow school of Matrix Methods and Applied Linear Algebra 2018 – Lieven De Lathauwer
September 9–23, 2018, University of Rome “Tor Vergata”, Italy
An Introduction to Tensor Methods
Ph.D. Defence, Bharath Halandur Nagaraja
September 17, 2018, Leuven
Tensor Based Approaches in Magnetic Resonance Spectroscopic Imaging and Multi-parametric MRI data Analysis
Invited talk, EURASIP Summer School on Tensor-Based Signal Processing – Nico Vervliet
August 27–31, 2018, Leuven, Belgium
Numerical optimization-based tensor algorithms
Oral presentation, EURASIP Summer School on Tensor-Based Signal Processing – Lieven De Lathauwer
August 27–31, 2018, Leuven, Belgium
The Curse and Blessing of Dimensionality
Invited talk, EURASIP Summer School on Tensor-Based Signal Processing – Sabine Van Huffel
August 27–31, 2018, Leuven, Belgium
Biomedical data fusion using tensor-based blind source separation
Invited talk, EURASIP Summer School on Tensor-Based Signal Processing – Griet Goovaerts
August 27–31, 2018, Leuven, Belgium
Tensor-based blind source separation in cardiac monitoring
Invited talk, EURASIP Summer School on Tensor-Based Signal Processing – Borbála Hunyadi
August 27–31, 2018, Leuven, Belgium
Tensor-based blind source separation in simultaneous EEG-fMRI integration
Invited talk, EURASIP Summer School on Tensor-Based Signal Processing – Bharath Halandur Nagaraja And Sabine Van Huffel
August 27–31, 2018, Leuven, Belgium
Tensor-based blind source separation in Magnetic Resonance Spectroscopic Imaging
Oral presentation, SIAM Annual Meeting (SIAM AN18) – Ignat Domanov
July 9-13, 2018, Portland, Oregon, USA
Uniqueness and Computation of Block Term Decompositions of Tensors
(Joint work with Nico Vervliet and Lieven De Lathauwer)
Oral presentation, Mini-symposium PhD defense Jakob Spiegelberg – Lieven De Lathauwer
June 11, 2018, University of Uppsala, Sweden
An Introduction to Tensor Methods
Invited talk, ThRee-way methods In Chemistry And Psychology 8th edition, (TRICAP18) – Nico Vervliet
June 10–15, 2018, Angel Fire, NM, USA
Numerical algorithms for the decomposition of tensors that are given explicitly or implicitly
Invited speaker, New Developments in Statistics: Massive (Big) Data, a Challenge or a Curse for Statistics? – Lieven De Lathauwer
July 10–12, 2018, Leuven, Belgium
Tensor Methods: The Curse and Blessing of Dimensionality
Invited Lecture, Flames Colloquium on Neural Networks – Sabine Van Huffel
June 5, 2018, Leuven, Belgium
Applications of Neural Networks in Smart Patient Monitoring.
(Joint work with H.N. Bharath And Amir H. Ansari)
Invited presentation, SIAM Conference on Applied Linear Algebra (SIAM-ALA2018), minisymposium “Tensor Analysis, Computation, and Applications I” – Lieven De Lathauwer
May 4–8, 2018, Hong Kong Baptist University
Exploitation of Structure in Large-Scale Tensor Decompositions
(Joint work with Nico Vervliet and Otto Debals)
Oral presentation, SIAM Conference on Applied Linear Algebra (SIAM-ALA2018) – Chuan Chen
May 4–8, 2018, Hong Kong Baptist University
Prewhitening Under Channel-Dependent Signal-to-Noise Ratios
(Joint work with Nico Vervliet and Lieven De Lathauwer)
SIAM Conference on Applied Linear Algebra (SIAM-ALA2018) – Sabine Van Huffel
May 4–8, 2018, Hong Kong Baptist University
Mining the ECG using Low Rank Tensor Approximations with Applications in Cardiac Monitoring. Invited talk
Ph.D. Defence Nico Vervliet
May 2018
Compressed sensing approaches to large-scale tensor decompositions
Tutorial, MSc Data Science – Lieven De Lathauwer
February 5, 2018, LMU Munich, Germany
Tutorial on Tensor Methods
Inauguration Lecture Royal Flemish Academy of Belgium for Sciences and the Arts – Sabine Van Huffel
January 10, 2018, Brussels, Belgium
Smart Patient Monitoring: Algorithms and Applications
2017
Invited speaker, Final Study Day of the DYSCO PAI/IUAP Network – Lieven De Lathauwer
November 28, 2017, Leuven, Belgium
From Matrix to Tensor
Invited Speaker, Fifty-first Asilomar Conference on Signals, Systems, and Computers – Lieven De Lathauwer
October 29 – November 1, 2017, Pacific Grove, CA, USA
Linear Systems with a CPD Constrained Solution
(Joint work with Martijn Boussé, Nico Vervliet, Ignat Domanov and Otto Debals)
Invited Speaker, Fifty-first Asilomar Conference on Signals, Systems, and Computers – Eleftherios Kofidis
October 29 – November 1, 2017, Pacific Grove, CA, USA
Coupled matrix-tensor factorizations – The case of partially shared factors
(Joint work with De Lathauwer)
Oral presentation, Smart Systems Industry Summit (SSIS 2017) – Simon Van Eyndhoven
October 17, 2017, Mechelen, Belgium
Diagnosing neurological diseases by fusing multimodal functional brain data
Poster presentation, Coupling and Causality in Complex Systems – Ofelie De Wel
September 25-27, 2017, Cologne, Germany
Canonical Polyadic Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Neonates
Keynote Talk, Abstracts European Signal Processing Conference (EUSIPCO 2017) – Sabine Van Huffel
August 28 – September 2, 2017, Kos, Greece
The Power of Low Rank Tensor Approximations in Smart Patient Monitoring
Oral presentation, SIAM Conference on Applied Algebraic Geometry, (AG17) – Ignat Domanov
July 31 – August 4, 2017, Atlanta, Georgia, USA
Computing Structured Matrix Factorizations with Applications in Tensor Decompositions and Blind Source Separation
(Joint work with Lieven De Lathauwer and Otto Debals)
Invited talk, Conference on Computer Vision and Pattern Recognition (CVPR 2017) – Lieven De Lathauwer
July 21-26, 2017, Honolulu, Hawaii, USA
Numerical optimization algorithms for tensor-based face recognition
(Joint work with Martijn Boussé, Otto Debals, Nico Vervliet)
Invited speaker, Workshop on Numerical Linear Algebra as part of Foundations of Computational Mathematics (FOCM 2017) – Lieven De Lathauwer
July 13-15, 2017, Barcelona, Spain
Numerical optimization strategies for large-scale (constrained, coupled) matrix/tensor factorization
(Joint work with Nico Vervliet, Otto Debals, Laurent Sorber and Marc Van Barel)
Oral presentation, SIAM Annual Meeting (SIAM AN17) – Nico Vervliet
July 10-14, 2017, Pittsburgh, PA, USA
Decomposing Large-Scale Tensors into Rank-1 Terms Using Randomized Block Sampling
(Joint work with Lieven De Lathauwer)
Oral presentation, SIAM Annual Meeting (SIAM AN17) – Nico Vervliet
July 10-14, 2017, Pittsburgh, PA, USA
A randomized block sampling approach to the canonical polyadic decomposition of large-scale tensors
(Joint work with Lieven De Lathauwer)
Invited speaker, 3rd UCL Workshop on the Theory of Big Data – Lieven De Lathauwer
June 26-28, 2017, London, UK
Dealing with curse and blessing of dimensionality through tensor decompositions
(Joint work with Nico Vervliet, Martijn Boussé and Otto Debals)
Poster presentation, Householder Symposium XX on Numerical Linear Algebra – Ignat Domanov
June 18-23, 2017 , The Inn at Virginia Tech, Blacksburg, VA, USA
On Algebraic Algorithm for the Computation of a Structured Matrix Factorization and Applications for Tensor Decompositions
(Joint work with Lieven De Lathauwer)
Invited speaker, Third international conference on Engineering and Computational Mathematics – Lieven De Lathauwer
May 31 – June 2, 2017, Hong Kong, China
Tensorization as a concept
(Joint work with Otto Debals)
Invited speaker, One Day Meeting in Discrete Structures – Lieven De Lathauwer
April 14, 2017, ENS Lyon, France
An introduction to tensor methods
Tutorial, 2017 IEEE International Conference on Acoustics, speech and Signal Processing (ICASSP2017) – Lieven De Lathauwer
March 5, 2017, New Orleans, USA
Tensors for Signal Processing and Machine Learning
(Joint work with Nikos Sidiropoulos, Xiao Fu and Evangelos Papalexakis)
Oral presentation, SIAM Conference on Computational Science and Engineering (SIAM CSE 17) – Nico Vervliet
February 27 – March 3, 2017, Atlanta, USA
Leveraging linear constraints when decomposing large-scale incomplete
(Joint work with Otto Debals and Lieven De Lathauwer)
Oral presentation, SIAM Conference on Computational Science and Engineering (SIAM CSE 17) – Sabine Van Huffel
February 27 – March 3, 2017, Atlanta, USA
Tensor Based Approaches in Magnetic Resonance Spectroscopic Signal Analysis
(Joint work with Bharath Halandur Nagaraja and Diana Sima)
Oral presentation, 6th Dutch Bio-Medical Engineering Conference (BME 2017) – Borbála Hunyadi
January 26-27, 2017, Egmond aan Zee, The Netherlands
EEG-fMRI fusion for exploring epileptic network activity
(Joint work with Maarten De Vos, Wim Van Paesschen, and Sabine Van Huffel)
Poster presentation, 6th Dutch Bio-Medical Engineering Conference (BME 2017) – Bharath Halandur Nagaraja
January 26-27, 2017, Egmond aan Zee, The Netherlands
Löwner Based Residual Water Suppression in Magnetic Resonance Spectroscopic Imaging
(Joint work with Diana Sima and Sabine Van Huffel)
Ph.D. Defence – Rob Zink
Mobile EEG and tensor approaches for auditory attention analysis in real-life
Ph.D. Defence – Otto Debals
Tensorization and applications in blind source separation
2016
Oral presentation, 11th IMA International Conference on Mathematics in Signal Processing – Martijn Boussé
December 12-14, 2016, Birmingham, UK
Kronecker Product Equations and Applications
(Joint work with Nico Vervliet, Otto Debals and Lieven De Lathauwer)
Oral presentation, 2nd IMA Conference on the Mathematical Challenges of Big Data – Martijn Boussé
December 1-2, 2016, London, UK
Large-Scale Blind System Identification as a Structured Tensor Decomposition
(Joint work with Otto Debals and Lieven De Lathauwer)
Invited speaker, IAP DYSCO Study Day – Lieven De Lathauwer
December 1, 2016, Louvain-la-Neuve, Belgium
A Short Introduction to Tensor Methods
Poster presentation, 15th Belgian day on Biomedical Engineering – Bharath Halandur Nagaraja
November 25, 2016, Brussels, Belgium
Löwner Based Residual Water Suppression in Magnetic Resonance Spectroscopic Imaging
(Joint work with Diana Sima and Sabine Van Huffel)
Invited speaker, 50th Annual Asilomar Conference on Signals, Systems, and Computers, session “Tensor Signal Processing” – Lieven De Lathauwer
November 6-9, 2016, Asilomar Hotel & Conference Grounds, Pacific Grove, CA, USA
Tensorlab 3.0 – Numerical optimization strategies for large-scale (constrained, coupled) matrix/tensor factorization
(Joint work with Nico Vervliet and Otto Debals)
Invited speaker, Teaching session, 33rd Annual Scientific Meeting of European Society for Magnetic Resonance in Medicine & Biology (ESMRMB 2016) – Sabine Van Huffel
September 29 – October 1, 2016, Vienna, Austria
Transforming Magnetic Resonance Spectroscopy into a clinical tool – Automated MR Spectra Classification for diagnostic support: tools and applications
Poster presentation, 33rd Annual Scientific Meeting of European Society for Magnetic Resonance in Medicine & Biology (ESMRMB 2016) – Bharath Halandur Nagaraja
September 29 – October 1, 2016, Vienna, Austria
Canonical Polyadic Decomposition for Tissue Type Differentiation Using Multi-Parametric MRI in High-Grade Gliomas
(Joint work with Diana Sima, Nicolas Sauwen, Uwe Himmelreich and Sabine Van Huffel)
Oral and poster presentation, 25th Belgian-Dutch Conference on Machine Learning (BeneLearn 2016) – Martijn Boussé
September 12-13, 2016, Kortrijk, Belgium
Some Examples of Big Data Analysis Using Tensors
(Joint work with Otto Debals, Nico Vervliet, Frederik Van Eeghem and Lieven De Lathauwer)
Keynote speaker, 20th Conference of the International Linear Algebra Society (ILAS 2016) – Lieven De Lathauwer
July 11-15, 2016, KU Leuven, Belgium
Between linear and nonlinear: an introduction to tensor methods
Oral presentation, 20th Conference of the International Linear Algebra Society (ILAS 2016) – Ignat Domanov
July 11-15, 2016, Leuven, Belgium
On the algebraic computation of tensor decompositions
(Joint work with Lieven De Lathauwer)
Oral presentation, 20th Conference of the International Linear Algebra Society (ILAS 2016) – Nico Vervliet
July 11-15, 2016, Leuven, Belgium
Tensor decompositions in (Lr, Lr, 1)-terms with ones in different modes
(Joint work with Lieven De Lathauwer)
Oral presentation, 20th Conference of the International Linear Algebra Society (ILAS 2016) – Martijn Boussé
July 11-15, 2016, Leuven, Belgium
Segmentation-Based Blind Source Separation
(Joint work with Otto Debals and Lieven De Lathauwer)
Oral presentation, 20th Conference of the International Linear Algebra Society (ILAS 2016) – Otto Debals
July 11-15, 2016, Leuven, Belgium
Using polynomials for non-negative matrix factorization
(Joint work with Lieven De Lathauwer, Marc Van Barel)
Oral presentation, 20th Conference of the International Linear Algebra Society (ILAS 2016) – Borbála Hunyadi
July 11-15, 2016, Leuven, Belgium
Tensor Based Blind Source Separation or Neural Data
(Joint work with Maarten De Vos, Wim Van Paesschen, and Sabine Van Huffel)
Keynote speaker, neurobiological colloquium – Sabine Van Huffel
May 25, 2016, Christian Albrechts-Universität zu Kiel Universitätsklinikum S-H, Campus Kiel, Germany
Smart Patient Monitoring: Algorithms and Applications
Invited speaker, International conference on tensors, matrices and their applications (TMA2016) – Lieven De Lathauwer
May 20-24 , 2016, Tianjin, China
Optimization-based computation of tensor decompositions
Invited speaker, 2016 International Workshop on Tensor and Matrix Theory with Applications (IWTMA2016) – Lieven De Lathauwer
May 19 , 2016, Shanghai, China
Coupled matrix/tensor decompositions and applications
Keynote speaker, Helmholtz Kolloquium – Sabine Van Huffel
May 12, 2016, TU Aachen, Germany
The Power of Matrix and Tensor Decompositions in Smart Diagnostics
Invited speaker, Dagstuhl Perspectives WorkshopTensor Computing for Internet of Things – Lieven De Lathauwer
April 10-13, 2016, Dagstuhl, Germany
Advances in the numerical computation of tensor and coupled decompositions
Keynote speaker, Wetenschapsdag – Sabine Van Huffel
March 16, 2016, faculteit geneeskunde en gezondheidswetenschappen, Ghent, Belgium
Smart Diagnostics: Applications and Future Challenges
Oral presentation, 4th Deutsche Arbeitsgemeinschaft Statistik (DAGStat 2016) – Otto Debals
March 14-18, 2016, Göttingen, Germany
Tensorlab, a Matlab toolbox for (multilinear) data analysis
(Joint work with Martijn Boussé, Frederik Van Eeghem, Nico Vervliet, Lieven De Lathauwer)
Invited speaker, Annual Fellows meeting EAMBES – Sabine Van Huffel
March 14-15, 2016, Royal Academy Palace, Brussels, Belgium
Smart Diagnostics: Applications and Future Challenges
Poster presentation, 14th Belgian day on Biomedical Engineering – Bharath Halandur Nagaraja
March 4, 2016, Brussels, Belgium
Non-Negative CPD Based Tumor Tissue Type Differentiation Using MRSI
(Joint work with Diana Sima, Nicolas Sauwen, Uwe Himmelreich and Sabine Van Huffel)
Poster presentation, 14th Belgian day on Biomedical Engineering – Rob Zink
March 4, 2016, Brussels, Belgium
Exploring auditory BCI in natural outdoor scenaros with mobile EEG
(Joint work with Maarten De Vos and Sabine Van Huffel)
Oral talk, Workshop on Tensor Decompositions and Applications (TDA 2016) – Sabine Van Huffel
January 18-22, 2016, Leuven, Belgium
The Power of Tensor Decompositions in Smart Patient Monitoring
Oral presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Lieven De Lathauwer
January 18-22, 2016, Leuven, Belgium
From Matrix to Tensor to Coupled Matrix/Tensor Decompositions and Back
Oral presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Mikael Sorensen
January 18-22, 2016, Leuven, Belgium
From Coupled Tensor Decompositions in Signal Processing to Incomplete Tensor Decompositions in Data Array Processing
(Joint work with Lieven De Lathauwer)
Oral presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Otto Debals
January 18-22, 2016, Leuven, Belgium
The concept of tensorization – Applications in blind signal separation
(Joint work with Lieven De Lathauwer)
Oral presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Ignat Domanov
January 18-22, 2016, Leuven, Belgium
On Algebraic Computation of Tensor Decompositions
(Joint work with Lieven De Lathauwer)
Poster presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Ignat Domanov
January 18-22, 2016, Leuven, Belgium
On Generic Uniqueness of Tensor Decompositions
(Joint work with Lieven De Lathauwer)
Oral presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Borbála Hunyadi
January 18-22, 2016, Leuven, Belgium
Tensor Based Blind Source Separation and Data Fusion in Epileptic EEG and fMRI Data
(Joint work with Maarten De Vos, Wim Van Paesschen, and Sabine Van Huffel)
Oral presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Nico Vervliet
January 18-22, 2016, Leuven, Belgium
A Randomized Block Sampling Approach to the Canonical Polyadic Decomposition of Large-Scale Tensors
(Joint work with Lieven De Lathauwer)
Poster presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Martijn Boussé
January 18-22, 2016, Leuven, Belgium
Tensor-Based Graph Analysis with Applications in Graph Clustering
(Joint work with Paul Smyth, Johan Suykens and Lieven De Lathauwer)
Poster presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Martijn Boussé
January 18-22, 2016, Leuven, Belgium
Kronecker Product Equations and Applications
(Joint work with Nico Vervliet, Otto Debals and Lieven De Lathauwer)
Poster presentation, Workshop on Tensor Decompositions and Applications (TDA 2016) – Martijn Boussé
January 18-22, 2016, Leuven, Belgium
How Can Tensors Help Pregnant Women?
(Joint work with Otto Debals and Lieven De Lathauwer)
2015
Poster presentation, 14th Young Belgian Magnetic Resonance Scientists Symposium (YBMRS 2015) – Bharath Halandur Nagaraja
November 30, 2015, Blankenberge, Belgium
Non-Negative Canonical Polyadic Decomposition Based Tumor Tissue Type Differentiation Using MRSI
(Joint work with Diana Sima, Nicolas Sauwen, Uwe Himmelreich and Sabine Van Huffel)
Oral presentation, IAP Study Day: Dynamical Systems, Control and Optimization (IUAP DYSCO Study Day) – Martijn Boussé
November 23, 2015, Leuven, Belgium
How Can Tensors Help Pregnant Women?
(Joint work with Otto Debals and Lieven De Lathauwer)
Poster presentation, KULAK Onderzoeksnamiddag – Martijn Boussé
November 13, 2015, Kortrijk, Belgium
How Can Tensors Help Pregnant Women?
(Joint work with Otto Debals and Lieven De Lathauwer)
Poster presentation, KULAK Onderzoeksnamiddag – Otto Debals
November 13, 2015, Kortrijk, Belgium
Tensorization: what, why, how?
(Joint work with Lieven De Lathauwer)
Poster presentation, 29th annual Chemometrics Symposium on “How to handle missing and censored data” – Nico Vervliet
October 2015, Wageningen, The Netherlands
Decomposing large-scale incomplete tensors into rank-1 terms
(Joint work with Otto Debals and Lieven De Lathauwer)
Oral presentation, 5th Workshop on Matrix Equations and Tensor Techniques – Martijn Boussé
September 21-22, 2015, Bologna, Italy
Kronecker Product Equations and Applications
(joint work with Nico Vervliet, Otto Debals and Lieven De Lathauwer)
Oral presentation, Latent Variable Analysis and Signal Separation (LVA/ICA), 2015 – Otto Debals
August 25-28, 2015, Liberec, Czech Republic
Stochastic and Deterministic Tensorization for Blind Signal Separation
(Joint work with Lieven De Lathauwer)
Tutorial, Summer school on Latent Variable Analysis and Signal Separation – Lieven De Lathauwer
August 24-25, 2015, Liberec, Czech Republic
Tensor-based Blind Signal Separation using Tensorlab
Oral presentation, SIAM Conference on Applied Algebraic Geometry, (AG15) – Ignat Domanov
August 3-7, 2015, Daejeon, Korea
On Generic Uniqueness of Structured Matrix Factorizations. Applications to Tensor Decompositions and Blind Source Separation
(Joint work with Lieven De Lathauwer and Mikael Sorensen)
Invited talk, Abstracts Workshop on Low Rank Optimisation and Applications – Lieven De Lathauwer
June 8-12, 2015, Haussdorf Center for Mathematics, Bonn, Germany
From Tensor Decomposition to Coupled Matrix/Tensor Decompositions
Invited talk, Abstracts Workshop on Low Rank Optimisation and Applications – Sabine Van Huffel
June 8-12, 2015, Haussdorf Center for Mathematics, Bonn, Germany
The Power of Low Rank Matrix and Tensor Approximations in Smart Diagnostics.
Poster presentation, International School and Conference on Network Science (NetSci 2015) – Martijn Boussé
June 1-5, 2015, Zaragoza, Spain
Tensor-Based Graph Analysis with Applications in Graph Clustering
(Joint work with Paul Smyth, Johan Suykens and Lieven De Lathauwer)
Oral presentation, ThRee-way methods In Chemistry And Psychology 7th edition, 2015 (TRICAP 2015) – Nico Vervliet
May 31 – June 5, 2015, Pecol – Val di Zoldo (Belluno), Italy
A randomized block sampling approach to the canonical polyadic decomposition of large-scale tensors
(Joint work with Lieven De Lathauwer)
Oral presentation, ThRee-way methods In Chemistry And Psychology 7th edition, 2015 (TRICAP 2015) – Otto Debals
May 31 – June 5, 2015, Pecol – Val di Zoldo (Belluno), Italy
About tensorization for blind signal separation: concept and illustrations
(Joint work with Lieven De Lathauwer)
Oral presentation, 34th Benelux Meeting on Systems and Control (BMSC 2015) – Martijn Boussé
March 24-26, 2015, Lommel, Belgium
Compact Representations of Large Dynamical Systems Based on Low-Rank Tensor Approximations
(Joint work with Otto Debals and Lieven De Lathauwer)
Oral presentation, 34th Benelux Meeting on Systems and Control (BMSC 2015) – Otto Debals
March 24-26, 2015, Lommel, Belgium
A survey on stochastic and deterministic tensorization for blind signal separation
(Joint work with Lieven De Lathauwer)
Keynote speaker, SIAM Conference on Computational Science and Engineering (SIAM CSE 15) – Sabine Van Huffel
March 14-18, 2015, Salt Lake City, USA
The Power of Matrix and Tensor Decompositions in Smart Patient Monitoring
Oral presentation, SIAM Conference on Computational Science and Engineering (SIAM CSE 15) – Nico Vervliet
March 14-18, 2015, Salt Lake City, USA
A Block Stochastic Approximation Technique for the Polyadic Decomposition of Large-Scale Tensors
(Joint work with Lieven De Lathauwer)
Oral presentation, Winter School Search for Latent Variables: ICA, Tensors, and NMF – Ignat Domanov
February 2-4, 2015, Villard de Lans, France
Canonical polyadic decomposition of third-order tensors: some results on uniqueness and algebraic algorithm
(Joint work with Lieven De Lathauwer)
Poster presentation, 5th Dutch Biomedical Engineering Conference – Rob Zink>
January 22-23, 2015, Egmond Aan Zee, The Netherlands
Unsupervised BCI classification using CPD
(Joint work with Maarten De Vos)
Ph.D. Defence – Borbála Hunyadi
Learning from structured EEG and fMRI data supporting the diagnosis of epilepsy
Ph.D. Defence – Laurent Sorber
Data fusion – Tensor factorizations by complex optimization
2014
Oral presentation, IMA Conference on the Mathematical Challenges of Big Data – Martijn Boussé
December 2014, Oxford, UK
Compact representations of large dynamical systems based on low-rank tensor approximations
(Joint work with Otto Debals and Lieven De Lathauwer)
Poster presentation, 13th National Day on Biomedical Engineering – Rob Zink>
November 28, 2014, Brussels, Belgium
CPD based feature extraction in mobile EEG data
(Joint work with Maarten De Vos)
Poster presentation, International Workshop on Technical Computing for Machine Learning and Mathematical Engineering (TCMM 14) – Nico Vervliet
September 8-12, 2014, Leuven, Belgium
Structured Data Fusion using Tensorlab: a demonstration
(Joint work with Otto Debals, Laurent Sorber, Marc Van Barel and Lieven De Lathauwer)
Poster presentation, International Workshop on Technical Computing for Machine Learning and Mathematical Engineering (TCMM 14) – Otto Debals
September 8-12, 2014, Leuven, Belgium
Tensorlab, a Matlab toolbox for tensor computations
(Joint work with Nico Vervliet, Laurent Sorber, Marc Van Barel, Lieven De Lathauwer)
Oral presentation, 21st International Conference on Computational Statistics (COMPSTAT 2014) – Mikael Sorensen
August 19-22, 2014, Geneva, Switzerland
Multiset analysis based on coupled tensor decompositions
(Joint work with Lieven De Lathauwer)
Oral presentation, Summer School on An Interdisciplinary Approach to Tensor Decomposition – Ignat Domanov
July 14-18, 2014, Trento, Italy
Canonical polyadic decomposition of third-order tensors: uniqueness and algebraic algorithms
(Joint work with Lieven De Lathauwer)
Oral presentation, SIAM Annual Meeting (SIAM AN17) – Nico Vervliet
July 7-11, 2014, Chicago, Illinois, USA
Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors
(Joint work with Otto Debals, Laurent Sorber and Lieven De Lathauwer)
Oral presentation, SIAM Annual Meeting (SIAM AN17) – Nico Vervliet
July 7-11, 2014, Chicago, Illinois, USA
Stochastic Approximation Algorithms for the Polyadic Decomposition
(Joint work with Lieven De Lathauwer)
KICKOFF meeting ERC advanced grant BIOTENSORS:
May 13, 2014, Belgium
Introduction and overview of the BIOTENSORS project
by Sabine Van Huffel
Introduction and overview of the subproject tensor decompositions
by Lieven De Lathauwer
Signal processing based on coupled tensor decompositions
by Mikael Sorensen
Epileptic seizure onset zone localisation using tensor decompositions
by Borbala Hunyadi
Mining biotensors with Tensorlab
by Laurent Sorber
March 14, 2019, KULeuven, SIAM Student Chapter