Quantum Robustness Verification: A Hybrid Quantum-Classical Neural Network Certification Algorithm.
Nicola FrancoTom WollschlägerNicholas GaoJeanette Miriam LorenzStephan GünnemannPublished in: QCE (2022)
Keyphrases
- neural network
- experimental evaluation
- learning algorithm
- objective function
- quantum inspired
- significant improvement
- optimization algorithm
- search space
- cost function
- computational efficiency
- worst case
- quantum computation
- high accuracy
- dynamic programming
- computationally efficient
- detection algorithm
- np hard
- recognition algorithm
- computational cost
- linear programming
- particle swarm optimization
- segmentation algorithm
- clustering method
- matching algorithm
- nearest neighbour
- preprocessing
- data structure