The gaussian equivalence of generative models for learning with two-layer neural networks

Understanding the impact of data structure on learning in neural networks remains a key
challenge for the theory of neural networks. Many theoretical works on neural networks do …

The Gaussian equivalence of generative models for learning with two-layer neural networks

S Goldt, G Reeves, M Mezard, F Krzakala, L Zdeborová - 2020 - hal.science
Understanding the impact of data structure on learning in neural networks remains a key
challenge for the theory of neural networks. Many theoretical works on neural networks do …