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
Research groups
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
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