Transfer Learning. Theory, methods & applications. ECAS-ENBIS Course, Leuven (Belgium), 19th September 2024
19th Sep 2024Transfer Learning. Theory, methods & applications.
September, 19, 2024The next ECAS-ENBIS half-day summer school will take place in Leuven (Belgium), as a post-conference course of ENBIS-24. This short course entitled "Transfer Learning. Theory, methods & applications" will present various transfer learning methods (instance-based, feature-based, parameter-based) that have been introduced in the literature depending on the information available for the source and the target. Different approaches will be presented: models based on neural networks, models based on decision trees, models based on Gaussian processes, etc. Concrete application cases will also be presented in which transfer learning has been used to obtain very high-performance machine learning models, even when dedicated data are scarce or even non-existent.
The registration and more information on this webpage