Towards Causal Representations of Climate Model Data.
Julien BoussardChandni NagdaJulia KaltenbornCharlotte Emilie Elektra LangePhilippe BrouillardYaniv GurwiczPeer NowackDavid RolnickPublished in: CoRR (2023)
Keyphrases
- data analysis
- probability distribution
- data sets
- prior knowledge
- experimental data
- test data
- statistical methods
- data processing
- data quality
- simulation data
- measured data
- mathematical model
- database
- neural network
- prior information
- synthetic data
- statistical model
- expert knowledge
- predictive model
- raw data
- causal structure
- network structure
- input data
- high quality
- training data
- spatial data
- end users
- probabilistic model
- data sources
- formal model
- learning models
- empirical data
- long term
- learning algorithm