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...

This two-year postdoctoral position at Umeå University is based in the Department of Computing Science , an international research and teaching environment with strong connections to national and international research networks. The appointment is part of the Privacy-aware transparency decisions research group, led by Professor Vicenç Torra , and the work is embedded in a broader environment connected to WASP , WASP-HS , and eSSENCE . The project focuses on developing privacy-aware models for ma...

PhD position in automatic control at Université de Lorraine in Nancy, France, within the Control Identification Diagnosis (CID) Department, CRAN . The project focuses on heterogeneity in federated learning using an open multi-agent systems approach, bringing together ideas from control theory, machine learning, optimization, and applied mathematics. Eligibility: applicants should hold a Master's or engineering degree in automatic control, machine learning, optimization, or applied mathematics, a...

Fully funded PhD position in Computer Science at Télécom Paris and Télécom SudParis in France , within the MM Team at LTCI and the ARMEDIA Team at SAMOVAR . The project is part of the PARIS-funded SIGMA initiative and focuses on graph signal processing and graph machine learning . This is a strong fit for candidates interested in computational methods, data-driven modeling, and mathematically grounded machine learning. Eligibility: MSc/M2 or equivalent in computer science, data science, engineer...

Inria is recruiting a postdoctoral researcher for a 12-month fixed-term position at the Inria Centre at the University of Rennes in Rennes, France . The project sits in security and confidentiality / systems and networks and focuses on AI-based transfer of attacks between datasets . The research idea is to adapt style transfer concepts from image and text generation to network attack datasets. The goal is to preserve the attack behavior and impact while changing environment-specific characterist...