Postdoctoral Researcher in Theoretical Analysis of Large-Context Transformers and Mathematical Foundations of LLMs CNRS in France

This postdoctoral position at Université Côte d'Azur focuses on robust decision-making under distribution shift and statistical uncertainty. The successful candidate will develop new theoretical and methodological approaches aimed at improving robustness in uncertain and changing environments. The project combines theory, statistics, and algorithmic development. The postdoctoral researcher will study the mathematical and statistical properties of the proposed methods, with attention to convergen...

Postdoctoral research opportunity in theoretical machine learning and computer science is available with Samuel Vaiter and Nicolas Keriven. The project will investigate the theoretical analysis of large-context Transformers, with research themes including infinite-token limits, Transformer depth, looped Transformer architectures, and reasoning traces. The work is suited to researchers interested in the mathematical foundations of modern deep learning and the analysis of sequence models operating...

CNRS postdoctoral opening in theoretical machine learning and Transformer analysis. Samuel Vaiter and Nicolas Keriven are hiring a postdoctoral researcher to study the theoretical behavior of large-context Transformer models. The project addresses mathematical limits and structural properties of Transformers, including infinite-token limits, network depth, looped Transformer architectures, and reasoning traces. The work is suited to researchers interested in rigorous analysis of modern machine l...

The UMAI (Ultra-Low Power Multimodal Artificial Intelligence with Spiking Neural Networks) industrial chair is starting, and a CNRS postdoctoral position is open in neuromorphic computing . The position is associated with i3S/CNRS and IMRA Europe S.A.S. in Sophia Antipolis, France . The research focus is on spiking neural networks , ultra-low power AI , and multimodal artificial intelligence , making it a strong fit for candidates interested in computer science, electrical engineering, and relat...

Postdoctoral position in patient-specific stent design by GPU-accelerated adaptive simulation within the ERC CURE project . The position is based at MINES Paris – PSL / CNRS , in the Computing and Fluids (CFL) Group at the Centre for Material Forming (CEMEF) , Sophia-Antipolis, France. Research interests include biomedical engineering , computational mechanics , scientific computing , applied mathematics , and high-performance computing for simulation-driven medical device design. Applicants sho...