Neuron-based Pruning of Deep Neural Networks with Better Generalization using Kronecker Factored Curvature Approximation

Keyphrases

• Deep Neural Network 100%
• Pruning 100%
• Kronecker 100%
• Curvature Approximation 100%
• Training Model 25%
• Small Networks 25%
• Hessian 25%
• Neural Network Model 25%
• Unseen 25%
• Computation Time 25%
• Initial Performance 25%
• Spectral Radius 25%
• Accuracy Degradation 25%
• Pre-trained Networks 25%
• Flat Solutions 25%

Computer Science

• Deep Neural Network 100%
• Approximation (Algorithm) 100%
• Neural Network Model 50%
• Trained Network 50%
• Pay Special Attention 50%
• Initial Performance 50%
• Inference Computation 50%
• Computation Time 50%
• Spectral Radius 50%

Engineering

• Deep Neural Network 100%
• Computation Time 50%
• Special Attention 50%
• Network Model 50%
• Spectral Radius 50%