Presentations

2018

• Low-rank approximation with applications
  Invited lecture at the BioTensors workshop, 27–31 August

• Structured low-rank approximation approach to sum-of-exponentials modeling
  Invited lecture at the International conference on Approximation and Matrix Functions, University of Lille, 1 June

• System identification in the behavioral setting
  Talks given at the Seminar of the Department of Electrical Engineering, TU Eindhoven, 14 March

• Data-driven signal processing
  SeLMA Kick-off meeting, K.U. Leuven, 23 February

2017

• Nonlinear system identification: finding structure in nonlinear black-box models
  Poster at the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Curaçao, Dutch Antilles, 10–13 December

• Learning to learn
  Talks given at the Seminarie Actuele Wetenschappen en Samenleving, University of Brussels, 17 November

• Discovering structure in black-box models using tensors
  Poster at the Workshop of the European Research Network System Identification, Domaine St Joseph in Sainte-Foy-lès-Lyon, France, 24–27 September

• Identification from a “small” number of samples
  Poster to be presented at the Workshop of the European network on system identification (ERNSI), Lyon, France, 24–27, September

• Decoupling multivariate functions using tensors
  Talk at the SIAM Conference on Applied Algebraic Geometry (SIAM AG17), Atlanta, Georgia, USA, 31 Jully – 4 August

• Sum-of-exponentials modeling and common dynamics estimation using Tensorlab
  Interactive presentation at the IFAC World Congress, Toulouse, France, 9–14, July

• Application of low-rank approximation for nonlinear system identification
  Talk given at the Mediterranean conference on control and automation, Valletta, Malta, 3–6, July

• Sparsity in system identification and data-driven control
  Invited lecture at the Workshop on sparsity in applied mathematics and statistics, Brussels, 1–2 June

• Scientometrics via low-rank approximation and completion
  Talk given at the Intelligence Research Institute of the Spanish Research Council, Barcelona, Spain, 4 April

• Data-driven time-varying dynamic measurements
  Talk given by G. Quintana-Carapia at the Benelux meeting on systems and control, Spa, Belgium, 28–30, March

• Decoupling multivariate functions: exploring intrinsic structure
  Talk at the 36th Benelux Meeting on Systems and Control, Spa, Belgium, 28–30 March

• A missing data approach to data-driven filtering and control
  Talk given at the CUED Control Group Seminars, Cambridge, UK, 27 February

• Low-rank approximation and its applications
  Talk given at the Delft Center for Systems and Control, Delft, The Netherlands, 18 January

2016

• Low-rank approximation and its applications
  Invited lecture presented at the The 11th Annual Meeting of the Bulgarian Section of SIAM, Sofia, Bulgaria, 20–22, December

• Innovation-based subspace identification in open and closed-loop
  Talk given by Guillaume Mercère at the IEEE Conference on Decision and Control, Las Vegas, 12-14 December

• An outlook from past and current research on low-rank approximation
  Invited lecture given at the DYSCO study day, Louvain-La-Neuve, 1 December

• Application of low-rank approximation in nonlinear system identification
  Discussion talk given at the "Nonlinear identification workshop, Brussels, 16–17, November

• Data-driven dynamic weight measurement
  Poster presented by Gustavo Quintana-Carapia at the International Workshop on Analysis of Dynamic Measurements, Berlin, Germany, 9–10 November

• Low-rank matrix approximation
  Two-hour seminar given at the University of Antwerpen, 24 October

• Structured low-rank approximation approach to sum-of-exponentials
  Talk given at the Colloquia Institut für Numerische und Angewandte Mathematik, Goettingen, 18 October

• A low-rank matrix completion approach to data-driven signal processing
  Talk given at the Workshop of the European network on system identification (ERNSI), Castelbrando Cison di Valmarino, Italy, 25–28 September

• Innovation-based subspace identification in open- and closed-loop
  Poster presented by Guillaume Mercère at the Workshop of the European network on system identification (ERNSI), Castelbrando Cison di Valmarino, Italy, 25–28 September

• Discovering structure in black-box models using tensors
  Poster at the Workshop of the European Research Network System Identification, Cison di Valmarino, Italy, 25–28 September

• Decoupling nonlinear black-box models
  Talk at the Conference on Noise and Vibration Engineering, Leuven, Belgium, 19–21 September

• Model order estimation based on a method for computing distance to uncontrollability
  Poster presented at the Conference on noise and vibration engineering (ISMA), Leuven, Belgium, 19–21 September

• A low-rank matrix completion approach to data-driven signal processing
  Invited lecture presented at the London Workshop on Sparse Signal Processing, 15-16 September

• Missing data estimation approach to data-driven signal processing
  Invited lecture presented at the Dolomites workshop on constructive approximation and applications, Canazei, Italy, 8–13 September

• Low-rank approximation and its applications
  Talk given at the Institute of mathematics and informatics, of the Bulgarian academy of science, Sofia, Bulgaria, 27 July

• Decoupling nonlinear black-box models using tensors
  Talk at the 20th Conference of the International Linear Algebra Society, Leuven, Belgium, 11–15 July

• Data driven dynamic measurements
  Talk given by Gustavo Quintana-Carapia at the Benelux meeting on systems and control, Soesterberg, Netherlands, 22–24 March

• Scientometrics via low-rank approximation and completion
  Invited lecture at the Vision, learning, and control group conference, Carys manor, UK, 23 March

• Subspace identification with constraints on the impulse response
  Talk at the ELEC seminar, Brussels, 4 March

• Discovering Structure in Black-Box System Identification
  Poster at the Workshop on Tensor Decompositions and Applications, Leuven, Belgium, 18–22 January

• Scientometrics via low-rank approximation and completion
  Invited talk at the Workshop on Tensor Decompositions and Applications, Leuven, Belgium, 18–22 January

2015

• Tensor techniques for latent variable modeling
  Talk at the Numerical analysis seminar, Department of Mathematics, University of Geneva, Switzerland, 1 December

• Tensors and structured matrices of low rank
  Talk at the SIAM conference on applied linear algebra, Atlanta, Georgia, USA, 26–30 October

• Decoupling multivariate functions using tensors
  Talk at the University of Hong Kong, Hong Kong, 26 October

• Recovering Wiener-Hammerstein nonlinear state-space models using linear algebra
  Talk at the IFAC Symposium on System Identification, Beijing, China, 19–21 October

• Tensors and latent variable models
  Talk at the International conference on latent variable analysis and signal separation, Liberec, Czech Republic, 25–28 August

• System identification in the behavioral setting
  Poster presented at the International conference on latent variable analysis and signal separation, Liberec, Czech Republic, 25–28 August

• Model-free optimal tracking control via nuclear norm minimization
  Poster presented at the SIAM conference on control and its applications, Paris, 8–10 June

• Structured low-rank approximation approach to sum-of-exponentials
  Invited talk at the Sparse modelling and multi-exponential analysis, Dagstuhl, Germany, 14–19 June

• A structured low-rank approximation approach to system identification
  Invited lecture at the Workshop on low-rank optimization and applications, Bonn, Germany, 8–12 June

• Decoupling nonlinear functions using tensor decompositions
  Poster at the Workshop on low-rank optimization and applications, Bonn, Germany, 8–12 June

• Low-rank approximation and its applications
  Invited lecture at the Structured low-rank approximation workshop, Grenoble, 1–2 June

• System identification in the behavioral setting
  Talk at the Seminars in Systems and Control, U.C. Louvain, 5 May

• Decoupling static nonlinearities in a parallel Wiener-Hammerstein system: a first-order approach
  Poster at the IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2015), Pisa, Italy, 11–14 May

• System identification with missing data
  Talk at Laboratoire Vibrations Acoustique, Lyon, France, 30 April

• Decoupling multivariate functions using tensor decompositions
  Talk at the GAMM 86th Annual Scientific Conference, Lecce, Italy, 23–27 March

• Blind FIR system identification, distance to uncontrollability, and minimal kernal representations
  Talk at the 34th Benelux Meeting on Systems and Control, Lommel, Belgium, 24–26 March

2014

• Decoupling multivariate functions using tensor decompositions applied to block-oriented system identification
  Talk at the Leuven CS/NATW Seminar on Tensor Decompositions, Leuven, Belgium, 17 December

• Decoupling multivariate functions: a linearization approach
  Poster at the Workshop of the European Research Network System Identification, Oostende, Belgium, 21–24 September

• Decoupling multivariate functions in block-oriented system identification: a linearization approach
  Talk at the on Data-driven Modeling Methods and Applications, Leuven, Belgium, 14–15 July

• Decoupling of Multivariate Polynomials
  Talk at the 33rd Benelux Meeting on Systems and Control, Centerparcs Heijderbos, Heijden, 26 March