Theoretical Foundations of AI

Job DescriptionThe Department of Mathematics and Mathematical Statistics at Umeå University is seeking a PhD student to work on geometric deep learning. This field combines the theoretical foundations of machine learning with algebraic geometry, aiming to develop new mathematical theories for understanding and constructing neural networks.The project...

Research FocusGeometric deep learning is a rapidly growing field that combines algebraic geometry with machine learning. Our research focuses on developing new mathematical theories for understanding and constructing equivariant networks. These networks react properly to symmetries in data or learning tasks, leading to more efficient and accurate models.We...

The Department of Mathematics and Mathematical Statistics at the Euro Math Soc invites applications for a postdoctoral research position in the Mathematical Foundations of Artificial Intelligence group.The postdoctoral researcher will work closely with Alp Yurtsever, investigating the intersection of optimization and machine learning. This field has been at...

The Euro Math Soc is currently recruiting for a postdoctoral researcher position in the Mathematical Foundations of Artificial Intelligence group.The postdoctoral researcher will work in collaboration with Alp Yurtsever, focusing on the interface between optimization and machine learning. This area has experienced rapid progress in artificial intelligence...

Project OverviewMachine learning has revolutionized both society and research, and its impact is expected to increase. However, many open questions remain in understanding the empirical success of deep neural networks. The project aims to address these questions by developing the theoretical foundations of geometric deep learning.We are looking for a highly...

We invite applications from highly qualified individuals for a quantitative ecosystem modeller position at Umeå University's Integrated Science Lab (IceLab). The ideal candidate will have a strong foundation in ecology or a related field, combined with expertise in developing and applying computational models to study ecological systems.The position is part...

Company Overview:The Department of Mathematics and Mathematical Statistics at Euro Math Soc seeks a highly qualified postdoctoral researcher to join our team. We are a dynamic and international group, known for our excellence in mathematical foundations for AI.

We are seeking a highly motivated research scientist to join our team at the Euro Math Soc's Mathematical Foundations of Artificial Intelligence group.The successful candidate will work under the guidance of Alp Yurtsever, concentrating on the relationship between optimization and machine learning. This area has witnessed significant advancements in...

The Euro Math Soc seeks a highly skilled postdoctoral researcher to join our Mathematical Foundations of Artificial Intelligence group. The successful candidate will work under the supervision of Alp Yurtsever, focusing on the connection between optimization and machine learning.This area has seen recent breakthroughs in artificial intelligence and...