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
Mind the gap: a spectral analysis of rank collapse and signal propagation in attention layers
Nait Saada, T Naderi, A Tanner, J Proceedings of the 42nd International Conference on Machine Learning volume 267 45561-45587 (11 Nov 2025) 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) Improved Projection Learning for Lower Dimensional Feature Maps
Price, I Tanner, J volume 00 1-5 (10 Jun 2023) Compressed sensing of low-rank plus sparse matrices
Tanner, J Vary, S Applied and Computational Harmonic Analysis volume 64 254-293 (May 2023) 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