High-dimensional limit theorems for SGD: Effective dynamics and critical scaling

Mathematics

• Stochastics 100%
• Limit Theorem 100%
• Summary Statistic 66%
• Step Size 66%
• Probability Theory 33%
• Gaussian Distribution 33%
• Matrix (Mathematics) 33%
• Scaling Limit 33%
• Ordinary Differential Equation 33%
• Tensor 33%
• Fixed Points 33%
• Correction Term 33%
• Gradient Flow 33%
• XOR 33%
• Gaussian Mixture Model 33%

Keyphrases

• Dynamic Match 33%
• Tensor Classification 33%