Conformalized Multimodal Uncertainty Regression and Reasoning.
Domenico ParenteNastaran DarabiAlex C. StuttsTheja TulabandhulaAmit Ranjan TrivediPublished in: CoRR (2023)
Keyphrases
- uncertain information
- reasoning under uncertainty
- regression model
- incomplete knowledge
- uncertain knowledge
- knowledge base
- multi modal
- uncertain data
- knowledge representation
- multimodal interaction
- reasoning systems
- support vector regression
- linear regression
- incomplete information
- polynomial regression
- regression analysis
- model selection
- probabilistic reasoning
- locally weighted
- qualitative reasoning
- automated reasoning
- regression algorithm
- multimedia
- reasoning mechanisms
- ridge regression
- artificial intelligence
- knowledge about the world
- legal reasoning
- simple linear
- robust optimization
- reasoning process
- expected utility
- spatial reasoning
- belief functions
- gaussian processes
- decision makers
- feature space
- decision trees