PhD Position in Automatic Control: Heterogeneity in Federated Learning, Open Multi-Agent Systems Approach Université de Lorraine in France

Fully funded PhD position in Automatic Control at Université de Lorraine , France, within the CRAN, Control Identification Diagnosis (CID) Department . The project focuses on federated learning and multi-agent systems , with a strong emphasis on optimization , networks , and computational methods. This opportunity is well suited to candidates interested in control theory, machine learning, and applied mathematics, especially those with programming experience in Python or MATLAB . Eligibility: ap...

Fully funded PhD position in Automatic Control at Université de Lorraine , France, within the CRAN, Control Identification Diagnosis (CID) Department . The project focuses on federated learning and open multi-agent systems , making it a strong fit for candidates interested in control theory, optimization, networks, machine learning, and distributed intelligent systems. Eligibility: MSc or engineering degree in Automatic Control, Machine Learning, Optimization, or Applied Mathematics. Applicants ...

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...

PhD opportunity at Mines Paris-PSL, Centre PERSEE / ERSEI group, in Sophia Antipolis, France. The thesis is titled Privacy-Preserving Federated Predictive Operation of Multi-Energy Systems and focuses on multi-energy systems, federated learning, privacy-preserving AI, predictive analytics, prescriptive analytics, multi-agent systems, and distributed optimization. The project addresses the coordinated operation of coupled electricity, thermal, and gas/hydrogen networks in settings such as energy ...

PhD opportunity in France on Orchestrating Concurrent AI Services on Constrained Industrial Edge Devices . The project focuses on how multiple AI applications can share limited computing resources on industrial edge hardware such as NVIDIA Jetson, MCUs, and NPU-enabled devices, reducing the need for additional hardware while improving efficiency. Research directions include AI/ML resource orchestration and scheduling, Edge AI and distributed intelligence, Federated Learning for industrial cybers...