Projects
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)
Events
Interpretability, safety, and security in AI
Monday 13 Dec 2021 - Wednesday 15 Dec 2021
Time: 11:00 - 18:00
Statistics and computation
Monday 13 Jan 2020 - Tuesday 14 Jan 2020
Time: 10:00 - 17:00
Interest groups
People
Nouran Khallaf
Enrichment Student
Trystan Surawy Stepney
Enrichment Student
Ankita Garg
Enrichment Student
Wole Ademola Adewole
Enrichment Student
Andrei-Leonard Nicusan
Enrichment Student
Aras Selvi
Enrichment Student
Everlyn Kamau
Enrichment Student
Professor Juergen Branke
Turing Fellow