Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights.
Soyed Tuhin AhmedMichael HefenbrockMehdi B. TahooriPublished in: CoRR (2024)
Keyphrases
- classifier ensemble
- base classifiers
- ensemble methods
- artificial intelligence
- edge detection
- neural network
- edge information
- multiple layers
- case based reasoning
- computing systems
- weighted voting
- linear combination
- knowledge representation
- expert systems
- preprocessing
- decision theory
- weighted sum
- learning algorithm
- ai systems
- random forests
- uncertain data
- estimation algorithm
- multi layer
- edge weights
- naive bayes
- intelligent systems
- feature selection
- deep belief networks