Status:
+44 1865 615312
Research groups:
Address
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Research interests:
Mathematics of Deep Learning
Teaching:
TA: OMMS - Random Matrix Theory (2021)
Tutor: Random Systems CDT - Theories of Deep Learning (2020)
TA: Part C - Theories of Deep Learning (2018, 2019)
TA: MMSC MSc - Continuous Optimisation (2020)
Prizes, awards, and scholarships:
Alan Turing Institute PhD Studentship - 2018
Oxford Emirates DPhil Studentship - 2018
Oxford-Weidenfeld and Hoffmann Leadership Scholarship - 2016
Skye Foundation Scholarship - 2016
Major / recent publications:
Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset (2021). I Price & J Tanner. In submission. Preprint. Code.
Six Attributes of Unhealthy Conversation (2020). I Price, J Gifford-Moore, J Fleming, M Roichman, N Thain, L Dixon, J Sorensen. Proceedings of the Fourth Workshop on Online Abuse and Harms (pp. 114-124).
Trajectory growth lower bounds for random sparse deep ReLU networks (2019). I Price & I Tanner. Preprint.
Gaussian processes for unconstraining demand (2019). I Price, J Fowkes, D Hopman. European Journal of Operational Research 275 (2), 621-634