Anthony Caterini
Anthony Caterini
DPhil Student in Statistics, University of Oxford
Verified email at st-hughs.ox.ac.uk
Title
Cited by
Cited by
Year
Deep Neural Networks in a Mathematical Framework
AL Caterini, DE Chang
Springer International Publishing, 2018
59*2018
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
292015
Hamiltonian variational auto-encoder
AL Caterini, A Doucet, D Sejdinovic
Advances in Neural Information Processing Systems, 8167-8177, 2018
232018
Relaxing bijectivity constraints with continuously indexed normalising flows
R Cornish, AL Caterini, G Deligiannidis, A Doucet
arXiv preprint arXiv:1909.13833, 2019
9*2019
A Novel Mathematical Framework for the Analysis of Neural Networks
A Caterini
University of Waterloo, 2017
42017
Detecting anthropogenic cloud perturbations with deep learning
D Watson-Parris, S Sutherland, M Christensen, A Caterini, D Sejdinovic, ...
22019
Variational Inference with Continuously-Indexed Normalizing Flows
A Caterini, R Cornish, D Sejdinovic, A Doucet
arXiv preprint arXiv:2007.05426, 2020
12020
A Large-Scale Analysis of Pockets of Open Cells Enabled by Deep Learning
D Watson-Parris, S Sutherland, M Christensen, A Caterini, D Sejdinovic, ...
AGUFM 2019, A11L-2769, 2019
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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