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Photo of Jared Tanner

Prof. Jared Tanner

PhD
Status
Academic Faculty

Professor of the Mathematics of Information Fellow of Exeter College Editor-in-Chief of Information and Inference: A Journal of the IMA

+44 1865 615311
Contact form
http://people.maths.ox.ac.uk/tanner/
Research groups
  • Machine Learning and Data Science
  • Numerical Analysis
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Recent publications
Dynamic sparse no training: training-free fine-tuning for sparse llms
Tanner, J (15 Mar 2024)
Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes
Nait Saada, T Naderi, A Tanner, J Proceedings of the 12th International Conference on Learning Representations (ICLR 2024) (16 Jan 2024)
Compressed sensing of low-rank plus sparse matrices
Tanner, J Vary, S Applied and Computational Harmonic Analysis volume 64 254-293 (May 2023)
Encoder Blind Combinatorial Compressed Sensing
Murray, M Tanner, J IEEE Transactions on Information Theory volume 68 issue 12 8310-8341 (01 Dec 2022)
Activation function design for deep networks: linearity and effective initialisation
Murray, M Abrol, V Tanner, J Applied and Computational Harmonic Analysis volume 59 117-154 (04 Jan 2022)
Research interests

My research focus is on the design, analysis, and application of numerical algorithms for information inspired applications in signal & image processing.

Prizes, awards, and scholarships

Philip Leverhulme Prize, 2009

Sloan Research Fellowship, 2007

Monroe H. Martin Prize, 2005

Leslie Fox Prize, 2003

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London Mathematical Society Good Practice Scheme Athena SWAN Silver Award (ECU Gender Charter) Stonewall Silver Employer 2022

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