Uploaded by AUTH The talk/presentation will provide a comprehensive overview of the main ethical risks and issues raised by AI but also of the ethical principles/declarations put forward by various actors at the national and international levels. The talk will focus on the European Commission’s efforts to operationalize high-level ethical principles and requirements in the… Continue reading AI ethics in action: the case of the EU’s ethics review procedure
Archives: Resources
Resource description
Designing AI tools to enhance teaching and learning: A design thinking approach
Uploaded by AUTH Artificial Intelligence (AI) has the potential to revolutionise education by enhancing learning experiences for students and teaching processes for educators. This interactive training explores how AI tools can be designed to address key educational challenges, such as collaboration, boosting learning motivation and reducing cognitive load, through the lens of psychological theories and… Continue reading Designing AI tools to enhance teaching and learning: A design thinking approach
AI bias: overview, measurement, mitigation and application to computer vision
Uploaded by AUTH AI bias is an emerging concern in the field of AI, due to the widespread deployment of AI-based services and applications with ubiquitous effects on our daily lives. AI bias is particularly important in high-stakes decision making scenarios such as CV ranking and hiring, credit scoring and recidivism prediction, but it is… Continue reading AI bias: overview, measurement, mitigation and application to computer vision
https://icarus.csd.auth.gr/tropical-algebra-and-geometry-for-machine-learning-and-optimization-2/
Uploaded by AUTH Tropical (a.k.a. max-plus) algebra has been developed in the 1980’s and has been applied successfully in nonlinear image processing, control and optimization. Tropical geometry is a relatively recent field in mathematics and computer science combining elements of algebraic geometry and polyhedral geometry. The scalar arithmetic of its analytic part pre-existed in the… Continue reading https://icarus.csd.auth.gr/tropical-algebra-and-geometry-for-machine-learning-and-optimization-2/
Geometric Learning: Foundations and Applications
Uploaded by AUTH Geometric Learning developed as a specific field of research that aims to learn from non-Euclidean domains, like graphs, manifolds, etc. In this tutorial, we first introduce the basic theory and challenges related to learning from these data, presenting basic architectural solutions for graphs, point clouds, and meshes. Then, we will present some… Continue reading Geometric Learning: Foundations and Applications
Generative AI for Animating 3D Human Face and Body Behaviors
Uploaded by AUTH Human behavior, both for face (e.g., expressions) and body (e.g., actions) has been studied in detail (for example for expression / action classification and prediction), but there have been few works exploring generation of novel behaviors. Generating novel sequences of human facial expression, talking heads, or body to form a natural and… Continue reading Generative AI for Animating 3D Human Face and Body Behaviors