BERN-NN: Tight Bound Propagation For Neural Networks Using Bernstein Polynomial Interval Arithmetic.
Wael FatnassiHaitham KhedrValen YamamotoYasser ShoukryPublished in: CoRR (2022)
Keyphrases
- neural network
- interval arithmetic
- lower bound
- upper bound
- real numbers
- partial derivatives
- worst case
- constraint propagation
- back propagation
- pattern recognition
- artificial neural networks
- fuzzy logic
- floating point
- neural network model
- radial basis function
- genetic algorithm
- implicit surfaces
- real time
- vc dimension
- nearest neighbor
- search algorithm
- np hard
- provably correct
- support vector