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
Recent publications
Activation function design for deep networks: linearity and effective initialisation
Murray, M Abrol, V Tanner, J Applied and Computational Harmonic Analysis (04 Jan 2022) Mutual information of neural network initialisations: mean field approximations
Tanner, J Ughi, G Proceedings of the IEEE International Symposium on Information Theory 813-818 (01 Sep 2021) Dense for the price of sparse: improved performance of sparsely initialized networks via a subspace offset
Price, I Tanner, J Proceedings of the 38th International Conference on Machine Learning (ICML 2021) volume 139 8620-8629 (01 Jul 2021) An empirical study of derivative-free-optimization algorithms for targeted black-box attacks in deep neural networks
Ughi, G Abrol, V Tanner, J Optimization and Engineering (30 Jun 2021) Approximate message passing with a colored aliasing model for variable density Fourier sampled images
Millard, C Hess, A Mailhe, B Tanner, J IEEE Open Journal of Signal Processing volume 1 146-158 (18 Sep 2020) 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