Postdoctoral Research Visit in Dynamic Parallelization of Sparse Codes for High-Performance Computing and Machine Learning Inria in France

Inria is advertising a PhD position titled “Estimation de la performance du gradient stochastique” within the SIERRA team at the Centre Inria de Paris . The research theme is optimization, machine learning, and statistical methods , with the assignment focused on statistics and machine learning . This opportunity is aimed at candidates with a graduate degree or equivalent , and the post highlights a Master in machine learning as the key skill/success factor. The supervisor listed is Francis Bach...

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 ...

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’s Centre at the University of Rennes is advertising a PhD position in computational storage for scientific computing and artificial intelligence / machine learning . The thesis will be hosted by the KerData team in Rennes, France, with supervision from researchers at Inria and collaboration with partners in Germany. The project studies how to reduce data movement by co-locating compute with storage, and how to model, evaluate, and scale computational storage systems for distributed environ...