Postdoctoral Researcher in Biochemical Reaction Networks for Information Processing Ecole supérieure de physique et de chimie industrielles de la Ville de Paris 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...

This postdoctoral project focuses on the control of bacterial gene expression and the regulatory networks that shape how bacteria adapt to their environment. The work centers on Escherichia coli , with particular attention to both transcriptional and post-transcriptional regulation. The project will investigate regulatory mechanisms mediated by two-component systems and small regulatory RNAs . The recruited researcher will contribute to detailed analyses of selected model genes as well as broade...

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...

Jacques Colinge, Full Professor at the University of Montpellier and principal investigator at IRCM (Inserm) / ICM, announces a computational biology postdoc opening. The project sits at the interface of tumor microenvironment heterogeneity , spatial transcriptomics , metabolomics , and deep learning on graphs . This is a strong fit for candidates interested in data-driven biomedical research, multi-omics integration, and computational methods for complex biological systems. The position is fund...