Make ℓ₁ regularization effective in training sparse CNN

Keyphrases

• Sparsity 50%
• Convolutional Neural Network 50%
• Training Algorithm 50%
• Nonconvex 25%
• Popular 25%
• Compressed Sensing 25%
• Adaptivity 25%
• Convex Problem 25%
• Pruning Strategy 25%
• Deep Learning Model 25%
• Sparsification 25%
• CIFAR-10 25%
• ResNet18 25%
• Weight Pruning 25%

Computer Science

• Regularization 100%
• Convolutional Neural Network 100%
• Sparsity 50%
• training algorithm 50%
• Compressed Sensing 25%
• Residual Neural Network 25%
• Deep Learning Model 25%

Mathematics

• Regularization 100%
• Convolutional Neural Network 100%
• Stochastics 25%
• Convex Problem 25%
• Deep Learning Method 25%