Machine Learning Engineer

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...

**About the Project:** Artificial intelligence (AI) has become ubiquitous in our daily lives, even though we often aren't aware of the technology being in action. Machine learning (ML) is an area at the technical core of AI. With the enormous success of deep neural networks (DNN), the research focus of ML has shifted from pursuing high accuracy to a few...

**Job Description:** We are seeking a highly motivated researcher to join our team as a postdoctoral fellow in statistical learning and inference for spatiotemporal data. The successful candidate will work closely with our research group to develop novel algorithms for interpretable ML and create a platform for a formal study of the relationship between...

The Department of Mathematics and Mathematical Statistics invites applications for a PhD position in mathematics, focusing on geometric deep learning. This project is part of the WASP AI program, aiming to expand the research group's investigation of mathematical foundations of artificial intelligence.Deep learning has achieved significant success on complex...

Umeå University's Department of Mathematics and Mathematical Statistics invites applications for a PhD position in mathematics, focusing on geometric deep learning. This project is part of the WASP AI program, aiming to expand the research group's investigation of mathematical foundations of artificial intelligence.The successful candidate will work under...

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...

**The Project:** Our goal is to enhance the performance of machine learning models by improving their interpretability. We believe that a better understanding of how these models work is crucial for their widespread adoption in various fields.To achieve this, we plan to develop new methods for approximating the predictions of complex models using simpler...

Research GroupThe research group at the Department of Mathematics and Mathematical Statistics covers a diverse range of topics in modern machine learning research, including geometric deep learning, non-convex optimization problems, and federated learning.The group is expanding, and this PhD position offers an exciting opportunity to contribute to its...

We are seeking an experienced System Developer to join our Training Hub team at SciLifeLab.The Training Hub aims to provide training services, support, and resources in technology- and data-driven lifelong learning, making high-quality learning resources available nationally.Your ResponsibilitiesAs a System Developer, your key responsibilities...

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...

**Your Responsibilities:** As a postdoctoral fellow, you will be responsible for:Developing and evaluating novel algorithms for interpretable MLContributing to the development of the broader research agendaCollaborating with our international partnersPresenting research findings at conferences and workshopsWe offer a unique opportunity to work in a dynamic...

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...

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...

Key ResponsibilitiesConduct research in geometric deep learning under the supervision of our experienced researchers.Develop and implement new mathematical frameworks for AI applications.Collaborate with colleagues from various disciplines to advance the state-of-the-art in machine learning.

Project OverviewThis PhD project focuses on accommodating variable dimension dynamics in geometric deep learning by extending NODEs from manifolds to M-polyfolds. The overarching goal is to develop a theory of group actions compatible with the M-polyfold structure.The project is part of the AI-Math track within the Wallenberg AI, Autonomous Systems and...

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...

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...

Company Overview:The Department of Mathematics and Mathematical Statistics at Umeå University is a leading institution in mathematical research. Our department offers a wide range of research areas, including computational mathematics, financial mathematics, mathematical modeling, analysis, machine learning, optimisation, mathematical ecology, and...

Job RequirementsTo be considered for this position, you should have: A PhD in mathematical statistics or a related field. Strong programming skills, particularly in languages such as R or Python. Experience with machine learning algorithms and statistical modeling. Excellent communication and teamwork skills. What We OfferIn return for your expertise and...

Main ResponsibilitiesThe successful candidate will contribute to the implementation and evaluation of various AI benchmarks, e.g., GENEA and VOT, and work on prototypes and demonstrators of AI solutions generating and analysing media content.The job involves setting up and maintaining a distributed environment for collaborative projects in machine learning,...