Inductive biases in deep learning models for weather prediction.
Jannik ThümmelMatthias KarlbauerSebastian OtteChristiane ZarflGeorg MartiusNicole LudwigThomas ScholtenUlrich FriedrichVolker WulfmeyerBedartha GoswamiMartin V. ButzPublished in: CoRR (2023)
Keyphrases
- learning models
- weather prediction
- machine learning
- weather data
- remote sensing
- loss function
- learning tasks
- learning paradigms
- machine learning algorithms
- learning algorithm
- semi supervised learning
- learning problems
- machine learning models
- conditional random fields
- inductive inference
- training data
- information retrieval
- bayesian models
- decision trees
- neural network
- data sets
- higher order
- image analysis
- natural language