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Email Address: helene.ruffieux@mrc-bsu.cam.ac.uk
I am Postdoctoral Research Associate working with Prof. Sylvia Richardson and Dr Leonardo Bottolo on Bayesian modelling for sparse regression problems. My work involves designing flexible hierarchical approaches to infer complex biological structures from genome-wide association and molecular quantitative trait locus data, with a special emphasis on the modelling of pleiotropic signals. I am also interested in enhancing machine learning algorithms – in particular variational inference – in a context-specific fashion, in order to better manage the inherent tension between expressive joint modelling and scalability of inference.
I am Postdoctoral Research Associate working with Prof. Sylvia Richardson and Dr Leonardo Bottolo on Bayesian modelling for sparse regression problems. My work involves designing flexible hierarchical approaches to infer complex biological structures from genome-wide association and molecular quantitative trait locus data, with a special emphasis on the modelling of pleiotropic signals. I am also interested in enhancing machine learning algorithms – in particular variational inference – in a context-specific fashion, in order to better manage the inherent tension between expressive joint modelling and scalability of inference.
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论文共 25 篇作者统计合作学者相似作者
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Aimee L. Hanson,Matthew P. Mulè,Hélène Ruffieux,Federica Mescia,Laura Bergamaschi, Victoria S. Pelly,Lorinda Turner,Prasanti Kotagiri,Berthold Göttgens,Christoph Hess, Nicholas Gleadall,John R. Bradley,
Nature Immunologyno. 3 (2024): 471-482
HUMAN HEREDITYno. SUPPL 1 (2023): 12-12
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Julien Wist,Samantha Lodge,Reika Masuda,Philipp Nitschke, Catherine Cannet,Hartmut Schaefer,Hélène Ruffieux,Glenn R. Bantug,Christoph Hess,Elaine Holmes, Jeremy K. Nicholson
Clinical Chemistryno. Supplement_1 (2023)
arXiv (Cornell University) (2023)
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Hélène Ruffieux,Aimee L. Hanson,Samantha Lodge,Nathan G. Lawler,Luke Whiley,Nicola Gray,Tui Nolan,Laura Bergamaschi,Federica Mescia,Cambridge Institute of Therapeutic Immunology and Infectious Disease-National Institute of Health Research (CITIID-NIHR) COVID BioResource Collaboration,Nathalie Kingston,John R. Bradley,
medRxiv (Cold Spring Harbor Laboratory) (2022)
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