could you please announce these vacancies on Nuit Blanche.
Sure Johan !------------------------------
The research group KU Leuven ESAT-STADIUS is currently offering 3 PhD and 3 Postdoc (1 year, extendable) positions within the framework of the ERC (European Research Council) Advanced Grant E-DUALITY http://www.esat.kuleuven.be/stadius/E (PI: Johan Suykens) on Exploring Duality for Future Data-driven Modelling. Within this ERC project E-DUALITY we aim at realizing a powerful and unifying framework (including e.g. kernel methods, support vector machines, deep learning, multilayer networks, tensor-based models and others) for handling different system complexity levels, obtaining optimal model representations and designing efficient algorithms. The research positions relate to the following possible topics:
- Duality principles
- Multiple data sources and coupling schemes
- Manifold learning and semi-supervised schemes
- Optimal prediction schemes
- Scalability, on-line updating, interpretation and visualization
- Mathematical foundations
- Matching model to system characteristics
For further information and on-line applying, see https://www.kuleuven.be/personeel/jobsite/jobs/54681979" (PhD positions) and https://www.kuleuven.be/personeel/jobsite/jobs/54681807" (Postdoc positions) (click EN for English version). The research group ESAT-STADIUS http://www.esat.kuleuven.be/stadius at the university KU Leuven Belgium provides an excellent research environment being active in the broad area of mathematical engineering, including data-driven modelling, neural networks and machine learning, nonlinear systems and complex networks, optimization, systems and control, signal processing, bioinformatics and biomedicine.
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