Across
- 2. technique to create parsimonious representation
- 3. influence on the Earth system
- 5. a machine learning approach inspired by the brain
- 6. greenhouse gas primarily responsible for anthropogenic climate change
- 12. an algorithm that learns without a teacher
- 13. type of clouds formed by localized upward air motion
- 15. method of representing processes that are too small to be resolved in a climate model
- 16. absolute temperature scale
- 18. computer language used for today's Earth System Models
- 19. a variable that influences both the dependent and independent variables, causing a spurious association
- 21. transfer of heat by physical contact
- 24. clever application of chain rule for neural network gradients
- 27. a neural network has many of these
- 29. from these deposits on the ocean floor, past climate signals can be infered
- 30. neural network that reconstructs the input
- 32. ocean circulation by which surface water moves to the deep ocean
- 33. unit of energy
Down
- 1. matrix decomposition that discovers lower-order structures in a matrix
- 4. method to select hyper-parameters
- 7. a type of neural network without loops
- 8. another name to call independent variables
- 9. correlation does not imply ...
- 10. a scalar measuring how far the prediction is from the truth
- 11. anthropogenic changes on the climate are induced by ...
- 14. a generative model that competes with a discriminative model
- 17. a type of variables that are not directly observed
- 20. when a machine learning system fails to generalize to unseen examples
- 22. convection happens when a fluid is heated from ...
- 23. a representation of what the machine learning system has learned
- 25. probability assigned to models or parameters before any data is taken into account
- 26. the component of the Earth system that is referred to as cryosphere
- 28. joint probability of the observed data as a function of models and parameters
- 31. a complete pass through the dataset in deep learning