online stochastic gradient descent

3 papers

• A solvable model of learning generative diffusion: theory and insights
• Emergence and scaling laws in SGD learning of shallow neural networks
• Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent Analysis