Projects
People
Dr Luca Magri
Group Leader, Physics-informed machine learning and data assimilation
Dr Alain Zemkoho
Turing Fellow
Professor Hou-Duo Qi
Turing Fellow
Dr Song Liu
Turing Fellow
Dr David Atkinson
Turing Fellow
Dr Julia Handl
Turing Fellow
Dr Xuan Vinh Doan
Turing Fellow
Professor Nick Higham
Turing Fellow
Ramji Venkataramanan
Turing FellowEvents
Statistics and computation
Monday 13 Jan 2020 - Tuesday 14 Jan 2020
Time: 10:00 - 17:00
Publications and software
Stable Rank Normalization for Improved Generalization in Neural Networks and GANs
Exciting new work on generalization bounds for neural networks (NN) given by Bartlett et...
Sanyal, Amartya & Torr, Philip & Dokania, Puneet. (2019). Stable Rank Normalization for Improved Generalization in Neural Networks and GANs.
Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping
Consider an unknown smooth function f:[0,1]d→R, and say we are given n noisy mod...
M. Cucuringu, H. Tyagi, "Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping", arXiv:1803.03669 (2018), accepted to Journal of Machine Learning Research (JMLR)
