Projects
People
Christopher Parsonson
Enrichment Student
Gabriel Jones
Enrichment Student
Andreea Avramescu
Enrichment Student
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 FellowEvents
Interpretability, safety, and security in AI
Monday 13 Dec 2021 - Wednesday 15 Dec 2021
Time: 10:00 - 18:00
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)
