Matthew Thorpe

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Michael Roberts, Derek Driggs, Matthew Thorpe et al. · Research Explorer (The University of Manchester) · 2020 · 937 citations · Full text

Optimal Mass Transport: Signal processing and machine-learning applications

Soheil Kolouri, Se Rim Park, Matthew Thorpe et al. · IEEE Signal Processing Magazine · 2017 · 424 citations · Full text

Deep limits of residual neural networks

Matthew Thorpe, Yves van Gennip · Research in the Mathematical Sciences · 2022 · 52 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +16

A Transportation $$L^p$$ Distance for Signal Analysis

Matthew Thorpe, Serim Park, Soheil Kolouri et al. · Journal of Mathematical Imaging and Vision · 2017 · 50 citations · Full text

Statistical Signal Processing, Engineering, Signal Processing +4

Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates

Jeff Calder, Brendan Cook, Matthew Thorpe et al. · Research Explorer (The University of Manchester) · 2020 · 29 citations · Full text

Geometric Learning, Graph Sparsity, Engineering +16