PhD student in Computing Science with focus on Machine Learning for Graph Transformations Umeå University in Sweden

Umeå University is offering a PhD position in Computing Science focused on machine learning for graph transformations . The project explores a hybrid approach combining deep learning with grammatical inference to create models that are interpretable, efficient, and mathematically verifiable while retaining the flexibility of neural methods. Graphs are increasingly important for representing structured information, including sentences, computer programs, social networks, and outputs from generati...

SOFAIR is recruiting fully funded PhD students for research in foundational AI at the UCL AI Centre in London. The opportunity is focused on advancing AI theory , novel architectures , open-source models , and trustworthy AI systems , with collaboration alongside researchers from UCL , Oxford , Cambridge , and Edinburgh . This is a 4-year studentship and is described as fully funded . The post does not mention a specific stipend amount, tuition details, or additional benefits, but it clearly ind...

Inria Rennes (Brittany, France) is offering a PhD position in Trustable Machine Learning: Analysis and Verification of Soft Automata . The thesis sits at the intersection of computer science , mathematics , formal methods , machine learning , and automata theory , with a strong focus on understanding and verifying neural sequence models. The project is part of the collaborative SAIF initiative (“Safe AI through Formal methods”) and involves research labs including Inria, CEA-List, LIX, LaBRI, LM...

Inria is recruiting a postdoctoral researcher for a 12-month fixed-term position at the Inria Centre at the University of Rennes in Rennes, France . The project sits in security and confidentiality / systems and networks and focuses on AI-based transfer of attacks between datasets . The research idea is to adapt style transfer concepts from image and text generation to network attack datasets. The goal is to preserve the attack behavior and impact while changing environment-specific characterist...

Princeton University’s Department of Computer Science is seeking applications for a Postdoctoral Research Associate in Theoretical Computer Science and Theoretical Machine Learning . The opportunity is based at Princeton University in the United States and is aimed at candidates with strong research backgrounds in computer science , mathematics , and related areas of machine learning . The post is open to postdoctoral or more senior research positions . Postdoctoral appointments are for one year...