2 Jobs found

The (Pattern Recognition Revisited lab) at the IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2 year Postdoc positions starting late 2025 or in 2026. The earliest possible start date is 1 October 2025. The project is funded by the Novo Nordisk Foundation Data Science Ascending Investigator grant titled "CHEETAH: CHallenges of Evaluating Teams and Algorithms" and is led by Associate Professor Veronika Cheplygina. Project description Machine learning (ML) competitions are often touted as drivers of algorithm development in healthcare but face limitations in real-world applications. An example competition is detecting lung cancer in chest images, where the team correctly identifying the most images with cancer wins the competition. Such competiti...

The IT University of Copenhagen invites applications for a PhD position in the PROBABILIST project (PROBABILIstic Session Types), funded by the Independent Research Fund Denmark (DFF-FNU) starting in August or soon thereafter. The right candidate will contribute to advancing the theory and practice of probabilistic session types, a formal framework for reasoning about correctness, reliability, and expressiveness in distributed systems with probabilistic behaviour. Project Description Modern distributed systems increasingly integrate probabilistic models, AI-driven components, and stochastic decision-making. Traditional methods for ensuring correctness struggle to capture such uncertainty, leading to challenges in communication-based systems. PROBABILIST aims at developing a foundational...