2 Postdoc Positions ERC Advanced Grant E-Duality 1175 views

The KU Leuven is inviting application for 2 Postdoc (1 year, extendable) positions within the framework of the ERC (European Research Council) Advanced Grant E-DUALITY in research group ESAT-STADIUS (PI: Johan Suykens) on Exploring Duality for Future Data-driven Modelling.

About the project:

• This ERC project E-DUALITY aims at realizing a powerful and unifying framework (including e.g. kernel methods, support vector machines, deep learning, 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

Requirements:

• Candidates must have a solid mathematical background and a PhD degree

Applications:

Apply online including CV and motivation letter