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Ethan Pickering
ORCID
Publication Activity (10 Years)
Years Active: 2022-2022
Publications (10 Years): 4
Top Topics
Gaussian Process
Neural Nets
Extreme Events
Forest Fires
Top Venues
CoRR
Nat. Comput. Sci.
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Publications
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Ethan Pickering
,
Themistoklis P. Sapsis
Information FOMO: The unhealthy fear of missing out on information. A method for removing misleading data for healthier models.
CoRR
(2022)
Ethan Pickering
,
Themistoklis P. Sapsis
Structure and Distribution Metric for Quantifying the Quality of Uncertainty: Assessing Gaussian Processes, Deep Neural Nets, and Deep Neural Operators for Regression.
CoRR
(2022)
Ethan Pickering
,
Stephen Guth
,
George Em Karniadakis
,
Themistoklis P. Sapsis
Discovering and forecasting extreme events via active learning in neural operators.
Nat. Comput. Sci.
2 (12) (2022)
Ethan Pickering
,
George Em Karniadakis
,
Themistoklis P. Sapsis
Discovering and forecasting extreme events via active learning in neural operators.
CoRR
(2022)