Enlight Workshop Beyond XAI

Beyond Explainable Artificial Intelligence, Beyond XAI

Goals Enlightenment:

Our Workshop aims to share the joined knowledge and expertise with students of all ENLIGHT universities as well as participants all around the world. We have planned for the Workshop a five days program this summer form 18 to 21 July 2023, including top state-of-the-art topics of AI in which we have gained experience and which includes: Development and usage of methodologies for data science and machine learning (University of the Basque Country (UoBC) and University Medical Center of Göttingen (UMG), development of vision computer methodologies (University of Bordeaux (UoB)), development of clinical decision support systems by using explainable machine learning models as well as Evaluation and Security of AI (University Medical Center of Göttingen, (UoB, UMG)). For this Workshop, we will extract selected AI concepts and methods aiming to give the students the ability to solve real AI problems, including creating prototypes that could solve challenges of real environments such as hospitals and the industry.

What exactly?

We have designed a lecture program based on three main topics: 1) data science methods and machine learning, such as data integration, cleaning, imputation, model evaluation, and optimization, 2) Interpretability and explainability as well as computer vision, image analytics and visualization 3) Big data, AI security and legal aspects and AI evaluation, its regulations, and acceptance in different application areas such as health care.

Your Gain, as participant:

In summary, we envision that combining theory (concepts and methods) and practice (by solving a real-world problem) and close interaction with students of other universities you do the first steps to become expertise in the field and inspire you to continue your career path, for instance, as doctoral students in one of the participating universities and research projects or working on AI in industry.