PhD in Trustable Machine Learning: Analysis and Verification of Soft Automata Inria Centre at the University of Rennes in France

Inria is recruiting a Post-Doctoral Research Visit in AI auditing, AI security, machine learning theory, and information gain at the Inria Centre at Rennes University in France . The project sits at the intersection of black-box model auditing , model fingerprinting , adversarial ML , and offensive/defensive AI security . The research goal is to build a hierarchy of attacks and audits based on distinguishability and property testing , helping bridge the gap between legal auditing of deployed AI ...

Inria is advertising a PhD position (Doctorant F/H) on “Stopping Rules for Least-Mean Squares via Anytime-Valid Confidence Sequence” within the theme of optimization, machine learning, and statistical methods . The project is based at the Centre Inria de Paris in Paris, France , and is attached to the SIERRA team. The research focus includes machine learning , optimization , statistics , big data , and the development of new optimization algorithms . Eligibility / requirements: a graduate degree...

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...

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 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...