Institute of Data Science
Area of research:
Scientific / postdoctoral posts
The new DLR Institute for Data Science in Jena is establishing a machine learning group. You will develop methods in machine learning, especially in deep learning, independent of their specific application.
Your tasks include:
literature research with the goal of critically assessing new experimental and theoretical methods and applying them to our applications; assessing possible problems, difficulties, and disadvantates and derive new approaches and solutions examination of existing machine learning methods for the fusion of data from multiple sources (e.g. multimodal and multi-task models) development of approaches for the exploitation of large and multimodal data sets development of methods for quality assurance in machine learning models (e.g. uncertainty modeling, stability appraisal, interpretation aids) experiments to validate the developed methods evaluation and interpretation of experimental results under comparison of various methods implementation in prototypical algorithms thorough documentation for scientific users with a special focus on researchers in other domains presentation and discussion of results at national and international conferences publication of results at suitable venues
Suitable candidates may conduct these tasks in fulfillment of a Ph.D. degree.