Mad Max: Affine Spline Insights into Deep Learning

Keyphrases

• Splines 100%
• Affine 100%
• Mad Max 100%
• Deep Learning 100%
• Deep Network 100%
• Vector Quantization 42%
• Input Signals 28%
• New Metric 14%
• Overfitting 14%
• Classification Performance 14%
• Affine Transformation 14%
• Large Classes 14%
• Cost Function 14%
• K-means 14%
• Inner Product 14%
• Matched Filter 14%
• Classical Theory 14%
• Signal-dependent 14%
• Class-specific 14%
• Signal Space 14%
• Memorization 14%
• Spline Function 14%
• Network Theory 14%
• Deep Learning Architectures 14%
• Network Learning Algorithm 14%
• Approximation Theory 14%
• Penalty Term 14%
• Optimal Classification 14%

Computer Science

• Vector Quantization 100%
• Deep Learning Method 100%
• Approximation (Algorithm) 33%
• Classification Performance 33%
• Distance Metric 33%
• Learning Algorithm 33%
• Network Architecture 33%
• Affine Transformation 33%
• K-Means Clustering 33%
• Classical Theory 33%

Chemical Engineering

• Deep Learning Method 100%