Postdoctoral Position in Theoretical Analysis of Large-Context Transformers Centre National de la Recherche Scientifique (CNRS) in France

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 researchers Samuel Vaiter and Nicolas Keriven are seeking a postdoctoral researcher to study the mathematical foundations of large language models in the large-context regime. The project focuses on the theoretical analysis of large-context transformers, with research connected to concentration phenomena, theoretical machine learning, and the behavior of LLMs as context length increases. The position offers an opportunity to work on rigorous mathematical questions arising from modern transf...

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 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...

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...