Postdoctoral Research Visit in Distributed Learning for Streaming Data Inria in France

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 is advertising a postdoctoral research visit in distributed machine learning at the network edge within the NEO and COATI teams at the Inria Centre at Université Côte d’Azur in Sophia Antipolis, France . The position is part of the EU-funded dAIEDGE network of excellence on distributed, trustworthy, efficient, and scalable AI at the edge. The research themes include distributed inference , online learning algorithms with regret guarantees , distributed/federated learning , and machine lear...

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...

Postdoctoral position in Data Privacy and Machine Learning at Umeå University, Sweden . The Department of Computing Science is recruiting a postdoctoral researcher to work on privacy-aware machine learning , including data-driven models for complex and high-dimensional data, temporal data, synthetic data, and privacy-preserving methods at scale. The project covers privacy measures and models such as differential privacy , integral privacy, and k-anonymity , as well as centralized/decentralized s...

PhD position at Delft University of Technology (TU Delft) in the Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS), within the Distributed Systems group of the Department of Software Technology. The project is part of the EU Horizon Europe Innovation Action WALTZ (Workflow-Driven AI-Enabled Lawful and Trusted Data Spaces for Public Authorities). The research focuses on decentralized AI pipelines , trustworthy AI , distributed systems , federated learning , privacy-prese...