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Alexander A. Aldrick
Alexander A. Aldrick
University of Cambridge
Heteroscedasticity
Robustness (computer science)
Bayesian probability
Mathematical optimization
Expansive
4
Papers
24
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Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation
2021
Ryan-Rhys Griffiths
Miguel García Ortegón
Alexander A. Aldrick
Alpha A. Lee
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Citations (3)
The Photoswitch Dataset: A Molecular Machine Learning Benchmark for the Advancement of Synthetic Chemistry
2020
arXiv: Chemical Physics
Aditya R Thawani
Ryan-Rhys Griffiths
Arian R. Jamasb
Anthony Bourached
Penelope Jones
William McCorkindale
Alexander A. Aldrick
Alpha A. Lee
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Citations (8)
The Photoswitch Dataset: A Molecular Machine Learning Benchmark for the Advancement of Synthetic Chemistry
2020
ChemRxiv
Aditya Raymond Thawani
Ryan-Rhys Griffiths
Arian R. Jamasb
Anthony Bourached
Penelope J. Jones
William McCorkindale
Alexander A. Aldrick
Alpha A. Lee
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Citations (7)
Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation
2019
arXiv: Machine Learning
Ryan-Rhys Griffiths
Miguel Garcia-Ortegon
Alexander A. Aldrick
Alpha A. Lee
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Citations (6)
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