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Simon Valentin
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Machine Learning
Temporal Data
Causal Structure
Demand Forecasting
Top Venues
CoRR
CogSci
PLoS Comput. Biol.
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Publications
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Nikita Kozodoi
,
Elizaveta Zinovyeva
,
Simon Valentin
,
João Pereira
,
Rodrigo Agundez
Probabilistic Demand Forecasting with Graph Neural Networks.
CoRR
(2024)
Simon Valentin
,
Steven Kleinegesse
,
Neil R. Bramley
,
Peggy Seriès
,
Michael U. Gutmann
,
Christopher G. Lucas
Designing Optimal Behavioral Experiments Using Machine Learning.
CoRR
(2023)
Simon Valentin
,
Steven Kleinegesse
,
Neil R. Bramley
,
Michael U. Gutmann
,
Christopher G. Lucas
Bayesian Optimal Experimental Design for Simulator Models of Cognition.
CoRR
(2021)
Simon Valentin
,
Neil Bramley
,
Christopher Lucas
Learning Hidden Causal Structure from Temporal Data.
CogSci
(2020)
Simon Valentin
,
Maximilian Harkotte
,
Tzvetan Popov
Interpreting neural decoding models using grouped model reliance.
PLoS Comput. Biol.
16 (1) (2020)