fxbriol.github.io - François-Xavier Briol

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Lecturer in Statistical Science

I am a Lecturer (equivalent to Assistant Professor) in the Department of Statistical Science at University College London . I am also a Group Leader at The Alan Turing Institute , the UK’s national institute for Data Science and AI, where I am affiliated to the Data-Centric Engineering programme . There, I lead research on the Fundamentals of Statistical Machine Learning .

My research focuses on building statistical and machine learning methods which enable the use of large-scale models in the physical, environmental and engineering sciences. I focus on both foundational and computational problems. On the foundational side, I develop methods to merge large-scale models with data, focusing on robustness to model misspecification. On the computational side, I focus on algorithms which can make use of the structure of these complex models to vastly reduce the associated computat

Links to fxbriol.github.io (9)

• score-based-methods-workshop.github.io SBM @ NeurIPS
• jeremiasknoblauch.github.io jeremiasknoblauch.github.io
• dbmml.github.io Distance-based methods in Machine Learning
• mashanaslidnyk.github.io Masha Naslidnyk
• ucl-ellis.github.io UCL ELLIS
• oscarkey.github.io Oscar Key
• steinworkshop.github.io ICML Workshop on Stein's Method
• maltamiranomontero.github.io Matías Altamirano
• joncockayne.me Jon Cockayne