Program
The summer school program and practical information can be downloaded (.pdf) here.
A list of the poster presentations can be found (.pdf) here.
The slides and posters can be downloaded here.
Monday August 27, 2018
| 08h00 - 08h45 | Registration |
| 08h45 - 10h45 | Lecture: Introduction Tucker decomposition Multilinear Principal Component Analysis |
| 10h45 - 11h15 | Coffee break |
| 11h15 - 12h45 | Exercise session |
| 12h45 - 14h15 | Lunch break |
| 14h15 - 16h15 | Lecture: Canonical Polyadic Decomposition Tensor-based signal enhancement |
| 16h15 - 16h45 | Coffee break |
| 16h45 - 19h15 | Exercise session |
| 21h00 | Social event: pub crawl with locals |
Tuesday August 28, 2018
| 08h45 - 10h45 | Lecture: Statistical approaches to blind signal separation Deterministic approaches to blind signal separation |
| 10h45 - 11h15 | Coffee break |
| 11h15 - 12h45 | Exercise session |
| 12h45 - 14h15 | Lunch break |
| 14h15 - 16h15 | Lecture: Constrained decompositions Coupled matrix/tensor decompositions and applications in data fission and fusion |
| 16h15 - 16h45 | Coffee break |
| 16h45 - 19h15 | Exercise session |
| 20h30 | Health House visit - registration required (on the first day of the summer school) |
Wednesday August 29, 2018
| 08h15 - 08h45 | Registration |
| 08h45 - 10h45 | Invited lecture: Michael Ng - Tensor data completion and its applications |
| 10h45 - 11h15 | Coffee break |
| 11h15 - 12h00 | Nico Vervliet - Numerical optimization-based tensor algorithms |
| 12h00 - 12h45 | Michiel Vandecappelle - Updating tensor decompositions |
| 12h45 - 14h15 | Lunch break |
| 14h15 - 16h15 | Invited lecture: Ming Yuan - Statistical analysis of large tensors |
| 16h15 - 16h45 | Coffee break |
| 16h45 - 19h00 | Poster session |
| 19h00 - 20h30 | Networking Reception in saloons Arenberg castle |
Thursday August 30, 2018
| 08h45 - 10h45 | Invited lecture: Orly Alter - Multi-tensor decompositions for personalized cancer diagnostics and prognostics |
| 10h45 - 11h15 | Coffee break |
| 11h15 - 12h45 | Sabine Van Huffel - Biomedical data fusion using tensor-based blind source separation |
| 12h45 - 14h15 | Lunch break |
| 14h15 - 15h15 | Invited lecture: Nicolas Gillis - Dictionary-based decompositions |
| 15h15 - 16h15 | Invited lecture: Ivan Markovsky - Structured low-rank approximation with applications |
| 16h15 - 16h45 | Coffee break |
| 16h45 - 18h15 | Borbála Hunyadi - Tensor-based blind source separation in simultaneous EEG-fMRI integration (lecture and demo) |
| 19h30 | Banquet at the Leuven Great Beguinage UNESCO world heritage site (restaurant: Faculty Club) |
Friday August 31, 2018
| 08h45 - 09h45 | Invited lecture: Ahmad Mouri Sardarabadi - Covariance matching for radio astronomy |
| 09h45 - 10h45 | Bharath Halandur Nagaraja and Sabine Van Huffel - Tensor-based blind source separation in Magnetic Resonance Spectroscopic Imaging (lecture; demo after break) |
| 10h45 - 11h15 | Coffee break |
| 11h15 - 12h45 | Griet Goovaerts - Tensor-based blind source separation in cardiac monitoring (lecture and demo) |
| 12h45 - 14h15 | Lunch break |
| 14h15 - 15h00 | Martijn Boussé - Linear systems with a CPD constrained solution |
| 15h00 - 16h15 | Lieven De Lathauwer - The curse and blessing of dimensionality |