Anthony Caterini
Anthony Caterini
DPhil Student in Statistics, University of Oxford
Verified email at st-hughs.ox.ac.uk
TitleCited byYear
Deep Neural Networks in a Mathematical Framework
AL Caterini, DE Chang
Springer International Publishing, 2018
262018
Algorithmic acceleration of parallel ALS for collaborative filtering: Speeding up distributed big data recommendation in spark
M Winlaw, MB Hynes, A Caterini, H De Sterck
2015 IEEE 21st International Conference on Parallel and Distributed Systems …, 2015
192015
Hamiltonian variational auto-encoder
AL Caterini, A Doucet, D Sejdinovic
Advances in Neural Information Processing Systems, 8167-8177, 2018
112018
A novel representation of neural networks
A Caterini, DE Chang
arXiv preprint arXiv:1610.01549, 2016
62016
A geometric framework for convolutional neural networks
AL Caterini, DE Chang
arXiv preprint arXiv:1608.04374, 2016
42016
A Novel Mathematical Framework for the Analysis of Neural Networks
A Caterini
University of Waterloo, 2017
22017
Localised Generative Flows
R Cornish, AL Caterini, G Deligiannidis, A Doucet
arXiv preprint arXiv:1909.13833, 2019
12019
A Large-Scale Analysis of Pockets of Open Cells Enabled by Deep Learning
D Watson-Parris, S Sutherland, M Christensen, A Caterini, D Sejdinovic, ...
AGU Fall Meeting 2019, 2019
2019
Detecting anthropogenic cloud perturbations with deep learning
D Watson-Parris, S Sutherland, M Christensen, A Caterini, D Sejdinovic, ...
2019
Algorithmic Acceleration of Parallel ALS for Collaborative Filtering:“Speeding up Distributed Big Data Recommendation in Spark”
H De Sterck, M Winlaw, M Hynes, A Caterini
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Articles 1–10