Postdoctoral Research Visit in Distributed Machine Learning at the Network Edge 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...

PhD Position F/M: Frugal Distributed Training with Volatile Resources at Inria Centre at Université Côte d’Azur (NEO project-team), Sophia Antipolis, France, in collaboration with the ARGO project-team and Hivenet/Antimatter. This PhD focuses on distributed training , federated learning , optimization , stochastic processes , and resource-aware machine learning . The thesis aims to design new algorithms for AI training on volatile, heterogeneous, and intermittently available computing resources ...

Mohammad Moltafet, Assistant Professor in the Department of Electrical and Computer Engineering at Tennessee Tech University, is looking for motivated PhD students to join his research group. The group’s research interests include semantic and goal-oriented communications, information freshness and Age of Information, status update systems and their applications, machine learning for wireless communication systems, and radio resource allocation/optimization for modern communication systems. Idea...

Telecom Paris, part of Institut Mines-Télécom and a founding member of Institut Polytechnique de Paris, is recruiting a postdoctoral researcher for a 24-month fixed-term contract in computer graphics and machine learning . The position is based in the Image, Data and Signal (IDS) department , within the IMAGES team at LTCI. The team works on the processing, analysis, and synthesis of digital images, volumes, and videos, with research spanning image acquisition modeling, application-specific know...

PhD opportunity at Inria Centre at Rennes University in RobDNA: Robust data retrieval for DNA-based data storage . This project sits at the intersection of computer science , electrical engineering , mathematics , and biology , with a strong focus on DNA-based data storage , compression , error-correction , source coding , information theory , and nanopore sequencing . The goal is to develop algorithms for robust retrieval of digital data stored in DNA, especially under insertion/deletion/substi...