PhD Opportunity in Machine Learning for Rare and Extreme Events at University of Cagliari University of Cagliari in Italy

PhD opportunity at Xi’an Jiaotong-Liverpool University (XJTLU), in collaboration with Xi’an Jiaotong University and the University of Liverpool, on multimodal media analysis and explainable decision support for rural communication and governance in China , with a focus on hollowed villages . The project studies how publicly accessible news and social media data can be used to identify public concerns, assess governance relevance, and generate interpretable explanations for decision-making. Resea...

Adelaide University Graduate Research School is advertising a National Industry PhD opportunity titled Data-Efficient Transformers . The project focuses on AI transformers and how they can be trained more effectively using small datasets , making it a strong fit for students interested in Computer Science , Mathematics , Artificial Intelligence , and related machine learning research. The PhD is hosted at the CommBank Centre for Foundational AI Research at the Australian Institute for Machine Le...

PhD opportunity at the University of Birmingham in trustworthy machine learning and AI , with a focus on robustness, privacy, data heterogeneity, distributed learning, differential privacy, sampling algorithms, probability, and statistics . The School of Mathematics is advertising two theoretical PhD project directions under the broad theme of trustworthy machine learning and AI: 1) Robust and private learning in heterogeneous and distributed environments , including network and tensor data, dat...

Integreat – Norwegian Centre for Knowledge-driven Machine Learning at the University of Oslo is inviting applications for a PhD Research Fellow in Machine Learning and Statistics . The project sits at the intersection of machine learning , statistics , and ethics , with a focus on developing private and fair synthetic data with good utility. The research topic includes deep learning-based synthetic data generators, tailored model approximation, and new measures of privacy and fairness for evalua...

Yale University’s Institute for Foundations of Data Science (FDS) is inviting applications for postdoctoral positions in Data Science , with a strong emphasis on the mathematical, algorithmic, and statistical foundations of data science and applications across disciplines. These are generously supported postdoctoral fellowships expected to last 2–3 years . FDS postdocs can work with multiple mentors from among institute members and may change mentors during the fellowship, making this a flexible...