Postdoctoral Research Visit in AI Auditing, AI Security, and Machine Learning Theory Inria Centre at Rennes University in France

Adelaide University Graduate Research School is advertising a National Industry PhD opportunity titled Data-Efficient Transformers . The project focuses on AI transformers and how they can be trained more effectively using small datasets , making it a strong fit for students interested in Computer Science , Mathematics , Artificial Intelligence , and related machine learning research. The PhD is hosted at the CommBank Centre for Foundational AI Research at the Australian Institute for Machine Le...

Inria is advertising a PhD position at the Inria Centre at the University of Rennes in Rennes, France , on graph foundation models for cybersecurity . The thesis explores how modern graph foundation models (GFM) can be applied to cyber tasks such as network flow classification , system log anomaly detection , malicious binary detection , and broader intrusion-detection-related problems. The project sits at the intersection of computer science , machine learning , graph neural networks , and cybe...

IMT Atlantique is advertising a post-doctoral researcher position in mechanistic interpretability and diversity of representations , based in Brest, France , within the BRAIN team (BRoader Artificial INtelligence) of Lab-STICC (UMRCNRS 6285) . The position is part of the ENDIVE project, which studies how diversity can help machine learning when annotation budget is limited. The project investigates diversity at two levels: the diversity of training data and the diversity of internal representati...

Inria is advertising a Post-Doctoral Research Visit in Topology Design for Decentralized Federated Learning within the NEO project-team and the broader FedMalin research initiative. The project sits at the intersection of computer science , mathematics , machine learning , optimization , network science , and privacy . The research focuses on designing communication topologies for decentralized / peer-to-peer federated learning, balancing convergence speed and communication cost, and studying bo...

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...