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Alexander A. Aldrick
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 3
Top Topics
Decision Theory
Linear Discriminant Analysis
Uncertain Data
Bayesian Estimation
Top Venues
CoRR
Mach. Learn. Sci. Technol.
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Publications
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Ryan-Rhys Griffiths
,
Alexander A. Aldrick
,
Miguel Garcia-Ortegon
,
Vidhi Lalchand
,
Alpha A. Lee
Achieving robustness to aleatoric uncertainty with heteroscedastic Bayesian optimisation.
Mach. Learn. Sci. Technol.
3 (1) (2022)
Aditya R. Thawani
,
Ryan-Rhys Griffiths
,
Arian Jamasb
,
Anthony Bourached
,
Penelope Jones
,
William McCorkindale
,
Alexander A. Aldrick
,
Alpha A. Lee
The Photoswitch Dataset: A Molecular Machine Learning Benchmark for the Advancement of Synthetic Chemistry.
CoRR
(2020)
Ryan-Rhys Griffiths
,
Miguel Garcia-Ortegon
,
Alexander A. Aldrick
,
Alpha A. Lee
Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation.
CoRR
(2019)