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DeepBern-Nets: Taming the Complexity of Certifying Neural Networks using Bernstein Polynomial Activations and Precise Bound Propagation.
Haitham Khedr
Yasser Shoukry
Published in:
CoRR (2023)
Keyphrases
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neural network
worst case
upper bound
vapnik chervonenkis dimension
artificial neural networks
computational complexity
pattern recognition
fuzzy logic
lower bound
polynomial hierarchy
back propagation
complexity bounds
recurrent neural networks
polynomial size
error bounds
rule extraction
space complexity
network architecture
training process
neural nets
feed forward
neural network model
decision problems
genetic algorithm
machine learning