Identifying Noise Variables in Singular Decisions using Counterfactual Reasoning.
Meghna BhadraSteffen HölldoblerPublished in: CAKR@IJCAI (2022)
Keyphrases
- causal reasoning
- logical framework
- decision making
- noise level
- variable selection
- data sets
- random noise
- knowledge base
- decision makers
- noisy environments
- noisy data
- reasoning systems
- noise free
- reasoning tasks
- image noise
- spatial reasoning
- model based diagnosis
- signal to noise ratio
- random variables
- missing data
- making decisions
- model based reasoning
- additive noise
- noise removal
- causal relationships
- design decisions
- input variables
- estimation error