Doctoral Researcher in Trustworthy Machine Learning (PhD) Aalto University in Finland

Aalto University is recruiting 2 Doctoral Researchers in Reinforcement Learning at the School of Electrical Engineering in Espoo, Finland . The project is part of an ERC Starting Grant-funded research effort in the Cyber-physical Systems Group focused on continual reinforcement learning for real-world systems. The research sits at the intersection of reinforcement learning , stochastic processes , ergodicity theory , dynamic programming , and Markov decision processes . The two positions are com...

Aalto University is advertising a fully funded PhD / doctoral researcher position in the Department of Computer Science in Espoo/Helsinki, Finland . The research direction is centered on compiler-centric data processing systems , with an emphasis on how modern workloads and hardware are evolving faster than current data-processing systems can adapt. The post mentions LingoDB , an open-source system that will serve as a starting point for future research in this area. The ideal background include...

Osaka University is recruiting a full-time Project Researcher for the development of a research risk database within the International Collaborative Research Risk Management Office. The position focuses on information gathering and management , database construction , mathematical informatics , statistical science , and related research governance work. Duties include monitoring domestic and international websites, news articles, and government reports; tagging and classifying information; enter...

PhD studentship at the University of Surrey in Computer Science on robust, certified, and scalable federated machine unlearning for privacy-preserving AI . The project sits at the intersection of federated learning , machine learning , differential privacy , adversarial robustness , distributed systems , and trustworthy AI . The research aims to develop next-generation federated machine unlearning methods that can efficiently remove the influence of specific data from trained models while preser...

Inria is advertising a postdoctoral research visit in distributed learning for streaming data within the PRIDeL Associate Team project, involving Inria , Simula , and NYCU . The research sits at the intersection of distributed/federated learning , communication-efficient learning , differential privacy , edge inference networks , and learning with streaming or time-series data . The position is hosted by an Inria Centre in France and is expected to start on 2027-01-01 (default start date no late...