Non Parametric Aleatoric Uncertainty Quantification with Neural Networks.
Kshitij KapoorDebayan GuptaPublished in: Tiny Papers @ ICLR (2024)
Keyphrases
- neural network
- pattern recognition
- genetic algorithm
- artificial neural networks
- uncertain data
- feed forward
- probability density function
- fuzzy logic
- neural network model
- neural network is trained
- expected utility
- back propagation
- website
- computer vision
- search engine
- multi layer
- machine learning
- inherent uncertainty
- rule extraction
- artificial intelligence
- decision theory
- activation function
- belief functions
- gaussian process
- bayesian networks
- recurrent neural networks
- conditional probabilities
- decision trees
- case study
- least squares